From c4de45cabfb969a8ffaccd5f55a3ef8562873bd5 Mon Sep 17 00:00:00 2001 From: Emperor Wang Date: Sun, 14 Jan 2024 16:42:21 +1000 Subject: [PATCH 01/23] Exclude the seed from the OpenAI request if its value is -1 --- miner/miner.py | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/miner/miner.py b/miner/miner.py index b381636f..927912fa 100644 --- a/miner/miner.py +++ b/miner/miner.py @@ -479,14 +479,22 @@ async def _prompt(synapse, send: Send): top_k = synapse.top_k if provider == "OpenAI": - response = await client.chat.completions.create( + + ### Store the args in a dictionary to be passed to OpenAI + args = dict( model=model, messages=messages, temperature=temperature, stream=True, - seed=seed, max_tokens=max_tokens ) + + ### If -1 is specified, this indicates that the user does not want a seed added to the request + if seed != -1: + args["seed"] = seed + + response = await client.chat.completions.create(**args) + buffer = [] n = 1 async for chunk in response: From c274ed6b4ae59babbef7f36689f6a954252b3ee5 Mon Sep 17 00:00:00 2001 From: Teknium <127238744+teknium1@users.noreply.github.com> Date: Fri, 9 Feb 2024 18:05:29 -0800 Subject: [PATCH 02/23] Increase diversity via more tasks and themes --- template/__init__.py | 2336 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 2336 insertions(+) diff --git a/template/__init__.py b/template/__init__.py index fbd87830..9e3d4f1e 100644 --- a/template/__init__.py +++ b/template/__init__.py @@ -80,7 +80,2319 @@ 'Medicine', 'Toxicity', 'Roleplay', 'Entertainment', 'Biology', 'Counterfactual', 'Literature', 'Chemistry', 'Writing', 'Sport', 'Law', 'Language', 'Computer Science', 'Multilangual', 'Common Sense', 'Art', 'Complex Format', 'Code Generation', 'Math', 'Code Debug', 'Reasoning', + 'Love and relationships', + 'Nature and environment', + 'Art and creativity', + 'Technology and innovation', + 'Health and wellness', + 'History and culture', + 'Science and discovery', + 'Philosophy and ethics', + 'Education and learning', + 'Music and rhythm', + 'Sports and athleticism', + 'Food and nutrition', + 'Travel and adventure', + 'Fashion and style', + 'Books and literature', + 'Movies and entertainment', + 'Politics and governance', + 'Business and entrepreneurship', + 'Mind and consciousness', + 'Family and parenting', + 'Social media and networking', + 'Religion and spirituality', + 'Money and finance', + 'Language and communication', + 'Human behavior and psychology', + 'Space and astronomy', + 'Climate change and sustainability', + 'Dreams and aspirations', + 'Equality and social justice', + 'Gaming and virtual reality', + 'Artificial intelligence and robotics', + 'Creativity and imagination', + 'Emotions and feelings', + 'Healthcare and medicine', + 'Sportsmanship and teamwork', + 'Cuisine and gastronomy', + 'Historical events and figures', + 'Scientific advancements', + 'Ethical dilemmas and decision making', + 'Learning and growth', + 'Music genres and artists', + 'Film genres and directors', + 'Government policies and laws', + 'Startups and innovation', + 'Consciousness and perception', + 'Parenting styles and techniques', + 'Online communities and forums', + 'Religious practices and rituals', + 'Personal finance and budgeting', + 'Linguistic diversity and evolution', + 'Human cognition and memory', + 'Astrology and horoscopes', + 'Environmental conservation', + 'Personal development and self-improvement', + 'Sports strategies and tactics', + 'Culinary traditions and customs', + 'Ancient civilizations and empires', + 'Medical breakthroughs and treatments', + 'Moral values and principles', + 'Critical thinking and problem solving', + 'Musical instruments and techniques', + 'Film production and cinematography', + 'International relations and diplomacy', + 'Corporate culture and work-life balance', + 'Neuroscience and brain function', + 'Childhood development and milestones', + 'Online privacy and cybersecurity', + 'Religious tolerance and understanding', + 'Investment strategies and tips', + 'Language acquisition and fluency', + 'Social influence and conformity', + 'Space exploration and colonization', + 'Sustainable living and eco-friendly practices', + 'Self-reflection and introspection', + 'Sports psychology and mental training', + 'Globalization and cultural exchange', + 'Political ideologies and systems', + 'Entrepreneurial mindset and success', + 'Conscious living and mindfulness', + 'Positive psychology and happiness', + 'Music therapy and healing', + 'Film analysis and interpretation', + 'Human rights and advocacy', + 'Financial literacy and money management', + 'Multilingualism and translation', + 'Social media impact on society', + 'Religious extremism and radicalization', + 'Real estate investment and trends', + 'Language preservation and revitalization', + 'Social inequality and discrimination', + 'Climate change mitigation strategies', + 'Self-care and well-being', + 'Sports injuries and rehabilitation', + 'Artificial intelligence ethics', + 'Creativity in problem solving', + 'Emotional intelligence and empathy', + 'Healthcare access and affordability', + 'Sports analytics and data science', + 'Cultural appropriation and appreciation', + 'Ethical implications of technology' + 'Virtual reality and simulation', + 'Quantum physics and mechanics', + 'Sustainable agriculture and farming', + 'Renewable energy and resources', + 'Climate adaptation and resilience', + 'Biodiversity and conservation', + 'Mental health and wellness', + 'Diversity and inclusion', + 'Human rights and social justice', + 'Global health and pandemics', + 'Data privacy and ethics', + 'Blockchain and cryptocurrencies', + 'Internet of Things and smart devices', + 'Machine learning and data science', + 'Space travel and extraterrestrial life', + 'Nanotechnology and materials science', + 'Biotechnology and genetic engineering', + 'Artificial general intelligence', + 'Cybersecurity and digital warfare', + 'Urban planning and smart cities', + 'Digital art and design', + 'Cognitive science and artificial intelligence', + 'Futurism and technology trends', + 'Education technology and digital learning', + 'Food technology and innovation', + 'Sustainable fashion and textiles', + 'Green architecture and design', + 'Digital marketing and e-commerce', + 'Social entrepreneurship and impact', + 'Cultural heritage and preservation', + 'Indigenous knowledge and wisdom', + 'Gender studies and feminism', + 'Posthumanism and transhumanism', + 'Existential risk and catastrophe', + 'Philosophy of mind and consciousness', + 'Ethics of artificial intelligence', + 'Psychedelics and consciousness', + 'Meditation and mindfulness', + 'Yoga and holistic health', + 'Nutrition and diet', + 'Fitness and exercise', + 'Aging and longevity', + 'Neuroplasticity and brain health', + 'Sleep and dreams', + 'Emotional intelligence and resilience', + 'Stress management and relaxation', + 'Happiness and positive psychology', + 'Love and relationships', + 'Parenting and child development', + 'Personal growth and self-improvement', + 'Creativity and innovation', + 'Motivation and productivity', + 'Leadership and management', + 'Communication and negotiation', + 'Career development and job skills', + 'Financial literacy and wealth management', + 'Investing and personal finance', + 'Entrepreneurship and startups', + 'Marketing and branding', + 'Sales and negotiation', + 'Strategy and competition', + 'Organizational culture and teamwork', + 'Project management and agile', + 'Innovation and disruption', + 'Business ethics and corporate social responsibility', + 'Economics and globalization', + 'Politics and diplomacy', + 'Law and justice', + 'History and archaeology', + 'Philosophy and critical thinking', + 'Literature and writing', + 'Art and aesthetics', + 'Music and dance', + 'Film and cinema', + 'Photography and visual arts', + 'Design and architecture', + 'Fashion and style', + 'Cuisine and gastronomy', + 'Travel and adventure', + 'Sports and games', + 'Nature and environment', + 'Animals and wildlife', + 'Gardening and horticulture', + 'Astronomy and space exploration', + 'Physics and chemistry', + 'Biology and life sciences', + 'Mathematics and logic', + 'Computer science and programming', + 'Engineering and technology', + 'Medicine and healthcare', + 'Psychology and neuroscience', + 'Sociology and anthropology', + 'Geography and earth sciences', + 'Climate change and sustainability', + 'Conservation and ecology', + 'Renewable energy and green technology', + 'Humanitarian aid and disaster relief', + 'Peace and conflict resolution', + 'Democracy and human rights', + "Accountancy", + "Anthropology", + "Applied Mathematics", + "Architecture", + "Art", + "Artificial Intelligence", + "Bioengineering", + "Biological Sciences", + "Biotechnology", + "Business Administration", + "Chemical Engineering", + "Chemistry", + "Civil Engineering", + "Classical Studies", + "Cognitive Science", + "Communication", + "Computer Engineering", + "Computer Science", + "Criminal Justice", + "Cybersecurity", + "Data Analysis", + "Dentistry", + "Design", + "Economics", + "Education", + "Electrical Engineering", + "English Literature", + "Environmental Science", + "Epidemiology", + "Ethics", + "Film Production", + "Finance", + "Forensic Science", + "Genetics", + "Geography", + "Geology", + "Graphic Design", + "History", + "Hospitality Management", + "Human Resources Management", + "Immunology", + "Industrial Design", + "Information Systems", + "Information Technology", + "International Relations", + "Journalism", + "Law", + "Linguistics", + "Management", + "Marketing", + "Materials Science", + "Mathematics", + "Mechanical Engineering", + "Media Studies", + "Medicine", + "Microbiology", + "Music Performance", + "Nursing", + "Nutrition", + "Occupational Therapy", + "Pharmacology", + "Philosophy", + "Physics", + "Political Science", + "Psychology", + "Public Health", + "Public Policy", + "Real Estate", + "Religious Studies", + "Robotics", + "Social Work", + "Sociology", + "Software Development", + "Statistics", + "Theater", + "Urban Planning", + "Veterinary Medicine", + "Visual Arts", + "Web Development", + "Zoology", + "Astronomy", + "Astrophysics", + "Biochemistry", + "Bioinformatics", + "Biology", + "Biophysics", + "Botany", + "Chemical Engineering", + "Chemistry", + "Climatology", + "Computational Biology", + "Computer Science", + "Conservation Biology", + "Data Science", + "Ecology", + "Environmental Science", + "Epidemiology", + "Genetics", + "Geology", + "Geophysics", + "Immunology", + "Marine Biology", + "Materials Science", + "Mathematics", + "Mechanical Engineering", + "Microbiology", + "Molecular Biology", + "Neuroscience", + "Nuclear Physics", + "Oceanography", + "Organic Chemistry", + "Paleontology", + "Pathology", + "Pharmacology", + "Physics", + "Physiology", + "Planetary Science", + "Plant Science", + "Quantum Physics", + "Software Engineering", + "Statistics", + "Systems Biology", + "Theoretical Physics", + "Toxicology", + "Virology", + "Zoology", + "Artificial Intelligence", + "Machine Learning", + "Network Science", + "Cognitive Science", + "Cybersecurity", + "Developmental Biology", + "Environmental Engineering", + "Evolutionary Biology", + "Forensic Science", + "Genomics", + "Hydrology", + "Meteorology", + "Microelectronics", + "Nanotechnology", + "Neuropsychology", + "Optics", + "Pharmaceutical Sciences", + "Physical Chemistry", + "Quantum Computing", + "Renewable Energy", + "Robotics", + "Software Development", + "Structural Biology", + "Synthetic Biology", + "Web Development", + "Aerospace Engineering", + "Agricultural Science", + "Anatomy", + "Animal Science", + "Atmospheric Sciences", + "Biomedical Engineering", + "Cell Biology", + "Cognitive Neuroscience", + "Computational Chemistry", + "Cryogenics", + "Earth Science", + "Electrical Engineering", + "Entomology", + "Genetic Engineering", + "Geography", + "Human-Computer Interaction", + "Immunotherapy", + "Industrial Engineering", + "Information Theory", + "Inorganic Chemistry", + "Logic", + "Mathematical Biology", + "Mycology", + "Operational Research", + "Paleoecology", + "Physical Oceanography", + "Plant Pathology", + "Psychophysics", + "Public Health", + "Quantum Mechanics", + "Seismology", + "Sociobiology", + "Soil Science", + "Space Science", + "Spectroscopy", + "Thermodynamics", + "Vaccinology", + "Veterinary Medicine", + "Allergy and immunology", + "Anesthesiology", + "Cardiology", + "Dermatology", + "Emergency medicine", + "Endocrinology", + "Family medicine", + "Gastroenterology", + "General surgery", + "Geriatrics", + "Hematology", + "Infectious disease", + "Internal medicine", + "Medical genetics", + "Nephrology", + "Neurology", + "Neurosurgery", + "Obstetrics and gynecology", + "Oncology", + "Ophthalmology", + "Orthopedic surgery", + "Otolaryngology (ENT)", + "Pathology", + "Pediatrics", + "Physical medicine and rehabilitation", + "Plastic surgery", + "Psychiatry", + "Pulmonology", + "Radiology", + "Rheumatology", + "Sports medicine", + "Thoracic surgery", + "Urology", + "Vascular surgery", + "Pain management", + "Palliative care", + "Critical care medicine", + "Occupational medicine", + "Public health and preventive medicine", + "Radiation oncology", + "Reproductive endocrinology and infertility", + "Sleep medicine", + "Transplant hepatology", + "Tropical medicine", + "Urgent care medicine", + "Addiction medicine", + "Cardiothoracic surgery", + "Clinical pharmacology", + "Dental surgery", + "Dermatopathology", + "Developmental-behavioral pediatrics", + "Forensic pathology", + "Gynecologic oncology", + "Hand surgery", + "Head and neck surgery", + "Hospice and palliative medicine", + "Interventional cardiology", + "Maternal-fetal medicine", + "Medical toxicology", + "Neonatal-perinatal medicine", + "Nuclear medicine", + "Orthopedic sports medicine", + "Prosthodontics", + "Psychosomatic medicine", + "Retinal surgery", + "Spinal surgery", + "Surgical oncology", + "Trauma surgery", + "Vascular neurology" + "Accounting", + "Acting", + "Architecture", + "Astronomy", + "Biology", + "Carpentry", + "Cooking", + "Dancing", + "Dentistry", + "Economics", + "Engineering", + "Farming", + "Fashion design", + "Film making", + "Graphic design", + "Historiography", + "Journalism", + "Law", + "Marketing", + "Medicine", + "Music composition", + "Nursing", + "Painting", + "Pharmacy", + "Photography", + "Physics", + "Piloting", + "Plumbing", + "Programming", + "Psychology", + "Research", + "Sculpting", + "Singing", + "Social work", + "Teaching", + "Veterinary medicine", + "Writing", + "Zoology", + "Web design", + "Videography", + "Urban planning", + "Translation", + "Theology", + "Surveying", + "Statistical analysis", + "Software development", + "Ski instructing", + "Shipbuilding", + "SEO (Search Engine Optimization)", + "Security analysis", + "Screenwriting", + "Sales", + "Public relations", + "Project management", + "Product design", + "Physical therapy", + "Personal training", + "Performing arts", + "Pediatrics", + "Pathology", + "Partnership development", + "Optometry", + "Occupational therapy", + "Nutrition", + "Meteorology", + "Mechanics", + "Massage therapy", + "Masonry", + "Logistics", + "Linguistics", + "Interior design", + "Industrial design", + "Illustration", + "Hydrology", + "Horticulture", + "Geology", + "Forestry", + "Floristry", + "Fishery", + "Financial analysis", + "Fashion modeling", + "Environmental science", + "Entomology", + "Electrical engineering", + "Ecology", + "Dermatology", + "Criminal investigation", + "Counseling", + "Construction", + "Conservation biology", + "Computational science", + "Civil engineering", + "Chemistry", + "Cartography", + "Carpentry", + "Career counseling", + "Business consulting", + "Building", + "Broadcasting", + "Bookkeeping", + "Biotechnology", + "Audiology", + "Art restoration", + "Art direction", + "Archaeology", + "Animation", + "Anesthesiology", + "Analytics" + "Celebrities", + "Fashion", + "Music", + "Movies", + "Television shows", + "Social media trends", + "Video games", + "Memes", + "Internet culture", + "Fan communities", + "Pop music", + "Reality TV", + "Streaming services", + "Influencers", + "Comic books", + "Anime and manga", + "Superheroes", + "Fantasy and science fiction", + "Award shows", + "Film festivals", + "Pop art", + "Street art", + "Dance", + "Theatre", + "Podcasts", + "Literature", + "Graphic novels", + "Viral videos", + "Celebrity fashion", + "Music festivals", + "Fan conventions", + "Cosplay", + "Pop culture criticism", + "Nostalgia and retro culture", + "Emerging artists", + "Trending technologies in entertainment", + "Crossover media", + "Pop culture merchandise", + "Aviation", + "Cars", + "Cycling", + "Public transport", + "Rail transport", + "Road transport", + "Shipping", + "Spaceflight", + "Vehicles", + "Water transport" + "Electronics", + "Avionics", + "Circuits", + "Companies", + "Connectors", + "Consumer electronics", + "Digital electronics", + "Digital media", + "Electrical components", + "Electronic design", + "Electronics manufacturing", + "Embedded systems", + "Integrated circuits", + "Microwave technology", + "Molecular electronics", + "Water technology", + "Optoelectronics", + "Quantum electronics", + "Radio-frequency identification (RFID)", + "Radio electronics", + "Semiconductors", + "Signal cables", + "Surveillance", + "Telecommunications", + "Engineering", + "Aerospace engineering", + "Bioengineering", + "Chemical engineering", + "Civil engineering", + "Electrical engineering", + "Environmental engineering", + "Materials science", + "Mechanical engineering", + "Nuclear technology", + "Software engineering", + "Structural engineering", + "Systems engineering", + "Computing", + "Apps", + "Artificial intelligence", + "Classes of computers", + "Companies", + "Computer architecture", + "Computer model", + "Computer engineering", + "Computer science", + "Computer security", + "Computing and society", + "Data", + "Embedded systems", + "Free software", + "Human–computer interaction", + "Information systems", + "Information technology", + "Internet", + "Mobile web", + "Languages", + "Multimedia", + "Networks (Industrial)", + "Operating systems", + "Platforms", + "Product lifecycle management", + "Programming", + "Real-time computing", + "Software", + "Software engineering", + "Unsolved problems in computer science", + "Agriculture", + "Agronomy", + "Architecture", + "Automation", + "Biotechnology", + "Cartography", + "Chemical engineering", + "Communication", + "Media studies", + "Telecommunications", + "Construction", + "Control theory", + "Design", + "Digital divide", + "Earthquake engineering", + "Energy", + "Ergonomics", + "Firefighting", + "Fire prevention", + "Forensic science", + "Forestry", + "Industry", + "Information science", + "Internet", + "Management", + "Manufacturing", + "Marketing", + "Medicine", + "Unsolved problems in neuroscience", + "Metalworking", + "Microtechnology", + "Military science", + "Mining", + "Nanotechnology", + "Nuclear technology", + "Optics", + "Plumbing", + "Robotics", + "Sound technology", + "Technology forecasting", + "Tools", + "Society", + "Activism", + "Business", + "Communication", + "Crime", + "Education", + "Ethnic groups", + "Family", + "Finance", + "Globalization", + "Government", + "Health", + "Home", + "Industries", + "Infrastructure", + "Law", + "Mass media", + "Military", + "Money", + "Organizations", + "Peace", + "Politics", + "Real estate", + "Rights", + "War", + "Social sciences", + "Anthropology", + "Archaeology", + "Cultural studies", + "Demographics", + "Economics", + "Information science", + "International relations", + "Linguistics", + "Media studies", + "Political science", + "Psychology", + "Public administration", + "Sexology", + "Social scientists", + "Sociology", + "Social work", + "Systems theory", + "Allah", + "Bible", + "Buddhas", + "Deities", + "Demons", + "Exorcism", + "God", + "Jesus", + "Mythology", + "Occult", + "Prayer", + "Prophecy", + "Quran", + "Religious ethics", + "Religious law", + "Ritual", + "Spirituality", + "Theology", + "Belief systems", + "Religious faiths, traditions, and movements", + "Agnosticism", + "Animism", + "Atheism", + "Deism", + "Determinism", + "Esotericism", + "Gnosticism", + "Humanism", + "Monism", + "Monotheism", + "Mysticism", + "New Age", + "Paganism", + "Pantheism", + "Polytheism", + "Shamanism", + "Skepticism", + "Spiritualism", + "Theosophy", + "Transcendentalism", + "Unitarianism", + "Major beliefs of the world", + "Ayyavazhi", + "Bahá'í Faith", + "Buddhism", + "Caodaism", + "Chinese folk religion", + "Christianity", + "Confucianism", + "Druidry", + "Falun Gong", + "Hinduism", + "Islam", + "Jainism", + "Judaism", + "Modern paganism", + "Mormonism", + "Neo-druidism", + "Rastafarianism", + "Satanism", + "Scientology", + "Shinto", + "Sikhism", + "Spiritism", + "Taoism", + "Tenrikyo", + "Unitarian Universalism", + "Wicca", + "Zoroastrianism", + "Mythology by culture", + "Buddhist mythology", + "Christian mythology", + "Hindu mythology", + "Islamic mythology", + "Jewish mythology", + "Branches", + "Schools and traditions", + "Concepts", + "Theories", + "Arguments", + "Philosophers", + "Literature", + "History", + "Aesthetics", + "Epistemology", + "Ethics", + "Logic", + "Metaphysics", + "Social philosophy", + "Thinking / Thinking skills", + "Attention", + "Cognition", + "Cognitive biases", + "Creativity", + "Decision theory", + "Emotion", + "Error", + "Imagination", + "Intelligence researchers", + "Learning", + "Memory biases", + "mnemonics", + "Nootropics (smart drugs)", + "Organizational thinking (strategic management)", + "Perception", + "Problem solving", + "Psychological adjustment", + "Psychometrics", + "Self", + "Alter egos", + "Consciousness", + "Gender", + "Personality", + "Sexuality", + "Sexual orientation", + "Personal life", + "Clothing", + "Employment", + "Entertainment", + "Food and drink", + "Games", + "Health", + "Hobbies", + "Home", + "Income", + "Interpersonal relationships", + "Leisure", + "Love", + "Motivation", + "Personal development", + "Pets", + "Activists", + "Actors", + "Astronauts", + "Billionaires", + "Chief executive officers", + "Composers", + "Cyborgs", + "Defectors", + "Generals", + "Inventors", + "Lesbian, gay, bisexual or transgender (LGBT) people", + "Monarchs", + "Musicians", + "Musical groups", + "Philanthropists", + "Philosophers", + "Photographers", + "Politicians", + "Presidents", + "Princes", + "Princesses", + "Revolutionaries", + "Scientists", + "Settlers", + "Singers", + "Slaves", + "Victims", + "People associated with war", + "Writers", + "Biology", + "Botany", + "Ecology", + "Health sciences", + "Medicine", + "Neuroscience", + "Zoology", + "See also the Health and fitness section above", + "Earth sciences", + "Atmospheric sciences", + "Geography", + "Geology", + "Geophysics", + "Oceanography", + "Nature", + "Animals", + "Environment", + "Humans", + "Life", + "Natural resources", + "Plants", + "Pollution", + "Physical sciences", + "Astronomy", + "Chemistry", + "Climate", + "Physics", + "Space", + "Universe", + "Scientific method", + "Scientists", + "Mathematics", + "Mathematics education", + "Equations", + "Heuristics", + "Measurement", + "Numbers", + "Proofs", + "Theorems", + "Fields of mathematics", + "Arithmetic", + "Algebra", + "Geometry", + "Trigonometry", + "Mathematical analysis", + "Calculus", + "Logic", + "Deductive reasoning", + "Inductive reasoning", + "History of logic", + "Fallacies", + "Metalogic", + "Philosophy of logic", + "Mathematical sciences", + "Computational science", + "Operations research", + "Theoretical physics", + "Statistics", + "Analysis of variance", + "Bayesian statistics", + "Categorical data", + "Covariance and correlation", + "Data analysis", + "Decision theory", + "Design of experiments", + "Logic and statistics", + "Multivariate statistics", + "Non-parametric statistics", + "Parametric statistics", + "Regression analysis", + "Sampling", + "Statistical theory", + "Stochastic processes", + "Summary statistics", + "Survival analysis", + "Time series", + "Activism", + "Agriculture", + "Arts", + "Aviation", + "Commemoration", + "Communication", + "Crime", + "Design", + "Education", + "Entertainment", + "Fictional activities", + "Fishing", + "Food and drink preparation", + "Government", + "Hunting", + "Industry", + "Leisure activities", + "Navigation", + "Observation", + "Performing arts", + "Physical exercise", + "Planning", + "Politics", + "Recreation", + "Religion", + "Human spaceflight", + "Sports", + "Trade", + "Transport", + "Travel", + "Underwater human activities", + "Underwater diving", + "War", + "Work", + "Mathematics", + "Mathematics education", + "Equations", + "Heuristics", + "Measurement", + "Numbers", + "Proofs", + "Theorems", + "Fields of mathematics", + "Arithmetic", + "Algebra", + "Geometry", + "Trigonometry", + "Mathematical analysis", + "Calculus", + "Logic", + "Deductive reasoning", + "Inductive reasoning", + "History of logic", + "Fallacies", + "Metalogic", + "Philosophy of logic", + "Mathematical sciences", + "Computational science", + "Operations research", + "Theoretical physics", + "Statistics", + "Analysis of variance", + "Bayesian statistics", + "Categorical data", + "Covariance and correlation", + "Data analysis", + "Decision theory", + "Design of experiments", + "Logic and statistics", + "Multivariate statistics", + "Non-parametric statistics", + "Parametric statistics", + "Regression analysis", + "Sampling", + "Statistical theory", + "Stochastic processes", + "Summary statistics", + "Survival analysis", + "Time series", + "Biology", + "Botany", + "Ecology", + "Health sciences", + "Medicine", + "Neuroscience", + "Zoology", + "See also the Health and fitness section above", + "Earth sciences", + "Atmospheric sciences", + "Geography", + "Geology", + "Geophysics", + "Oceanography", + "Nature", + "Animals", + "Environment", + "Humans", + "Life", + "Natural resources", + "Plants", + "Pollution", + "Physical sciences", + "Astronomy", + "Chemistry", + "Climate", + "Physics", + "Space", + "Universe", + "Scientific method", + "Scientists", + "Activists", + "Actors", + "Astronauts", + "Billionaires", + "Chief executive officers", + "Composers", + "Cyborgs", + "Defectors", + "Generals", + "Inventors", + "Lesbian, gay, bisexual or transgender (LGBT) people", + "Monarchs", + "Musicians", + "Musical groups", + "Philanthropists", + "Philosophers", + "Photographers", + "Politicians", + "Presidents", + "Princes", + "Princesses", + "Revolutionaries", + "Scientists", + "Settlers", + "Singers", + "Slaves", + "Victims", + "People associated with war", + "Writers", + "Self", + "Alter egos", + "Consciousness", + "Gender", + "Personality", + "Sexuality", + "Sexual orientation", + "Personal life", + "Clothing", + "Employment", + "Entertainment", + "Food and drink", + "Games", + "Health", + "Hobbies", + "Home", + "Income", + "Interpersonal relationships", + "Leisure", + "Love", + "Motivation", + "Personal development", + "Pets", + "Aesthetics", + "Epistemology", + "Ethics", + "Logic", + "Metaphysics", + "Social philosophy", + "Thinking / Thinking skills", + "Attention", + "Cognition", + "Cognitive biases", + "Creativity", + "Decision theory", + "Emotion", + "Error", + "Imagination", + "Intelligence researchers", + "Learning", + "Memory biases", + "mnemonics", + "Nootropics (smart drugs)", + "Organizational thinking (strategic management)", + "Perception", + "Problem solving", + "Psychological adjustment", + "Psychometrics", + "Allah", + "Bible", + "Buddhas", + "Deities", + "Demons", + "Exorcism", + "God", + "Jesus", + "Mythology", + "Occult", + "Prayer", + "Prophecy", + "Quran", + "Religious ethics", + "Religious law", + "Ritual", + "Spirituality", + "Theology", + "Belief systems", + "Religious faiths, traditions, and movements", + "Agnosticism", + "Animism", + "Atheism", + "Deism", + "Determinism", + "Esotericism", + "Gnosticism", + "Humanism", + "Monism", + "Monotheism", + "Mysticism", + "New Age", + "Paganism", + "Pantheism", + "Polytheism", + "Shamanism", + "Skepticism", + "Spiritualism", + "Theosophy", + "Transcendentalism", + "Unitarianism", + "Major beliefs of the world", + "Ayyavazhi", + "Bahá'í Faith", + "Buddhism", + "Caodaism", + "Chinese folk religion", + "Christianity", + "Confucianism", + "Druidry", + "Falun Gong", + "Hinduism", + "Islam", + "Jainism", + "Judaism", + "Modern paganism", + "Mormonism", + "Neo-druidism", + "Rastafarianism", + "Satanism", + "Scientology", + "Shinto", + "Sikhism", + "Spiritism", + "Taoism", + "Tenrikyo", + "Unitarian Universalism", + "Wicca", + "Zoroastrianism", + "Mythology by culture", + "Buddhist mythology", + "Christian mythology", + "Hindu mythology", + "Islamic mythology", + "Jewish mythology", + "Society", + "Activism", + "Business", + "Communication", + "Crime", + "Education", + "Ethnic groups", + "Family", + "Finance", + "Globalization", + "Government", + "Health", + "Home", + "Industries", + "Infrastructure", + "Law", + "Mass media", + "Military", + "Money", + "Organizations", + "Peace", + "Politics", + "Real estate", + "Rights", + "War", + "Social sciences", + "Anthropology", + "Archaeology", + "Cultural studies", + "Demographics", + "Economics", + "Information science", + "International relations", + "Linguistics", + "Media studies", + "Political science", + "Psychology", + "Public administration", + "Sexology", + "Social scientists", + "Sociology", + "Social work", + "Systems theory", + "Agriculture", + "Agronomy", + "Architecture", + "Automation", + "Biotechnology", + "Cartography", + "Chemical engineering", + "Communication", + "Media studies", + "Telecommunications", + "Construction", + "Control theory", + "Design", + "Digital divide", + "Earthquake engineering", + "Energy", + "Ergonomics", + "Firefighting", + "Fire prevention", + "Forensic science", + "Forestry", + "Industry", + "Information science", + "Internet", + "Management", + "Manufacturing", + "Marketing", + "Medicine", + "Unsolved problems in neuroscience", + "Metalworking", + "Microtechnology", + "Military science", + "Mining", + "Nanotechnology", + "Nuclear technology", + "Optics", + "Plumbing", + "Robotics", + "Sound technology", + "Technology forecasting", + "Tools", + "Accounting", + "Acting", + "Architecture", + "Astronomy", + "Biology", + "Carpentry", + "Cooking", + "Dancing", + "Dentistry", + "Economics", + "Engineering", + "Farming", + "Fashion design", + "Film making", + "Graphic design", + "Historiography", + "Journalism", + "Law", + "Marketing", + "Medicine", + "Music composition", + "Nursing", + "Painting", + "Pharmacy", + "Photography", + "Physics", + "Piloting", + "Plumbing", + "Programming", + "Psychology", + "Research", + "Sculpting", + "Singing", + "Social work", + "Teaching", + "Veterinary medicine", + "Writing", + "Zoology", + "Web design", + "Videography", + "Urban planning", + "Translation", + "Theology", + "Surveying", + "Statistical analysis", + "Software development", + "Ski instructing", + "Shipbuilding", + "SEO (Search Engine Optimization)", + "Security analysis", + "Screenwriting", + "Sales", + "Public relations", + "Project management", + "Product design", + "Physical therapy", + "Personal training", + "Performing arts", + "Pediatrics", + "Pathology", + "Partnership development", + "Optometry", + "Occupational therapy", + "Nutrition", + "Meteorology", + "Mechanics", + "Massage therapy", + "Masonry", + "Logistics", + "Linguistics", + "Interior design", + "Industrial design", + "Illustration", + "Hydrology", + "Horticulture", + "Geology", + "Forestry", + "Floristry", + "Fishery", + "Financial analysis", + "Fashion modeling", + "Environmental science", + "Entomology", + "Electrical engineering", + "Ecology", + "Dermatology", + "Criminal investigation", + "Counseling", + "Construction", + "Conservation biology", + "Computational science", + "Civil engineering", + "Chemistry", + "Cartography", + "Carpentry", + "Career counseling", + "Business consulting", + "Building", + "Broadcasting", + "Bookkeeping", + "Biotechnology", + "Audiology", + "Art restoration", + "Art direction", + "Archaeology", + "Animation", + "Anesthesiology", + "Analytics", + "Allergy and immunology", + "Anesthesiology", + "Cardiology", + "Dermatology", + "Emergency medicine", + "Endocrinology", + "Family medicine", + "Gastroenterology", + "General surgery", + "Geriatrics", + "Hematology", + "Infectious disease", + "Internal medicine", + "Medical genetics", + "Nephrology", + "Neurology", + "Neurosurgery", + "Obstetrics and gynecology", + "Oncology", + "Ophthalmology", + "Orthopedic surgery", + "Otolaryngology (ENT)", + "Pathology", + "Pediatrics", + "Physical medicine and rehabilitation", + "Plastic surgery", + "Psychiatry", + "Pulmonology", + "Radiology", + "Rheumatology", + "Sports medicine", + "Thoracic surgery", + "Urology", + "Vascular surgery", + "Pain management", + "Palliative care", + "Critical care medicine", + "Occupational medicine", + "Public health and preventive medicine", + "Radiation oncology", + "Reproductive endocrinology and infertility", + "Sleep medicine", + "Transplant hepatology", + "Tropical medicine", + "Urgent care medicine", + "Addiction medicine", + "Cardiothoracic surgery", + "Clinical pharmacology", + "Dental surgery", + "Dermatopathology", + "Developmental-behavioral pediatrics", + "Forensic pathology", + "Gynecologic oncology", + "Hand surgery", + "Head and neck surgery", + "Hospice and palliative medicine", + "Interventional cardiology", + "Maternal-fetal medicine", + "Medical toxicology", + "Neonatal-perinatal medicine", + "Nuclear medicine", + "Orthopedic sports medicine", + "Prosthodontics", + "Psychosomatic medicine", + "Retinal surgery", + "Spinal surgery", + "Surgical oncology", + "Trauma surgery", + "Vascular neurology", + "Astronomy", + "Astrophysics", + "Biochemistry", + "Bioinformatics", + "Biology", + "Biophysics", + "Botany", + "Chemical Engineering", + "Chemistry", + "Climatology", + "Computational Biology", + "Computer Science", + "Conservation Biology", + "Data Science", + "Ecology", + "Environmental Science", + "Epidemiology", + "Genetics", + "Geology", + "Geophysics", + "Immunology", + "Marine Biology", + "Materials Science", + "Mathematics", + "Mechanical Engineering", + "Microbiology", + "Molecular Biology", + "Neuroscience", + "Nuclear Physics", + "Oceanography", + "Organic Chemistry", + "Paleontology", + "Pathology", + "Pharmacology", + "Physics", + "Physiology", + "Planetary Science", + "Plant Science", + "Quantum Physics", + "Software Engineering", + "Statistics", + "Systems Biology", + "Theoretical Physics", + "Toxicology", + "Virology", + "Zoology", + "Artificial Intelligence", + "Machine Learning", + "Network Science", + "Cognitive Science", + "Cybersecurity", + "Developmental Biology", + "Environmental Engineering", + "Evolutionary Biology", + "Forensic Science", + "Genomics", + "Hydrology", + "Meteorology", + "Microelectronics", + "Nanotechnology", + "Neuropsychology", + "Optics", + "Pharmaceutical Sciences", + "Physical Chemistry", + "Quantum Computing", + "Renewable Energy", + "Robotics", + "Software Development", + "Structural Biology", + "Synthetic Biology", + "Web Development", + "Aerospace Engineering", + "Agricultural Science", + "Anatomy", + "Animal Science", + "Atmospheric Sciences", + "Biomedical Engineering", + "Cell Biology", + "Cognitive Neuroscience", + "Computational Chemistry", + "Cryogenics", + "Earth Science", + "Electrical Engineering", + "Entomology", + "Genetic Engineering", + "Geography", + "Human-Computer Interaction", + "Immunotherapy", + "Industrial Engineering", + "Information Theory", + "Inorganic Chemistry", + "Logic", + "Mathematical Biology", + "Mycology", + "Operational Research", + "Paleoecology", + "Physical Oceanography", + "Plant Pathology", + "Psychophysics", + "Public Health", + "Quantum Mechanics", + "Seismology", + "Sociobiology", + "Soil Science", + "Space Science", + "Spectroscopy", + "Thermodynamics", + "Vaccinology", + "Veterinary Medicine", + "Accountancy", + "Anthropology", + "Applied Mathematics", + "Architecture", + "Art", + "Artificial Intelligence", + "Bioengineering", + "Biological Sciences", + "Biotechnology", + "Business Administration", + "Chemical Engineering", + "Chemistry", + "Civil Engineering", + "Classical Studies", + "Cognitive Science", + "Communication", + "Computer Engineering", + "Computer Science", + "Criminal Justice", + "Cybersecurity", + "Data Analysis", + "Dentistry", + "Design", + "Economics", + "Education", + "Electrical Engineering", + "English Literature", + "Environmental Science", + "Epidemiology", + "Ethics", + "Film Production", + "Finance", + "Forensic Science", + "Genetics", + "Geography", + "Geology", + "Graphic Design", + "History", + "Hospitality Management", + "Human Resources Management", + "Immunology", + "Industrial Design", + "Information Systems", + "Information Technology", + "International Relations", + "Journalism", + "Law", + "Linguistics", + "Management", + "Marketing", + "Materials Science", + "Mathematics", + "Mechanical Engineering", + "Media Studies", + "Medicine", + "Microbiology", + "Music Performance", + "Nursing", + "Nutrition", + "Occupational Therapy", + "Pharmacology", + "Philosophy", + "Physics", + "Political Science", + "Psychology", + "Public Health", + "Public Policy", + "Real Estate", + "Religious Studies", + "Robotics", + "Social Work", + "Sociology", + "Software Development", + "Statistics", + "Theater", + "Urban Planning", + "Veterinary Medicine", + "Visual Arts", + "Web Development", + "Zoology", + "Meditation and stress reduction", + "Cybersecurity trends and technologies", + "Urban planning and sustainable cities", + "Nutritional science and diet trends", + "Comic books and graphic novels", + "Architectural design and innovation", + "Community service and volunteering", + "Quantum computing and theoretical physics", + "Theatre and performing arts", + "DIY projects and crafting", + "Marine biology and ocean exploration", + "Renewable energy sources and technologies", + "Social entrepreneurship and impact", + "Digital marketing and advertising trends", + "Public speaking and communication skills", + "Geopolitical conflicts and resolutions", + "Augmented reality and mixed reality", + "Photography and visual storytelling", + "Forensic science and criminal investigation", + "Genealogy and family history research", + "Agriculture and sustainable farming", + "E-commerce trends and strategies", + "Anthropology and human societies", + "Wearable technology and smart devices", + "Mental health advocacy and awareness", + "Outdoor recreation and survival skills", + "Crypto-currencies and blockchain technology", + "Biotechnology and genetic engineering", + "Aviation and aerospace", + "Meteorology and weather prediction", + "Public health policies and initiatives", + "Folklore and mythology", + "Legal justice and reform", + "Urban legends and mysteries", + "Pedagogy and teaching methods", + "Wildlife conservation and biodiversity", + "Nanotechnology and microfabrication", + "Logistics and supply chain management", + "Archaeology and ancient discoveries", + "Workplace diversity and inclusion", + "Time management and productivity", + "Alternative medicine and holistic health", + "Stand-up comedy and humor", + "Pandemics and global health crises", + "Philanthropy and charitable giving", + "Esports and competitive gaming", + "Myth busting and scientific skepticism", + "Travel blogging and digital nomadism", + "Feminism and gender studies", + "Minimalism and simple living", + "Underwater exploration and diving", + "Volcanology and geological phenomena", + "Experimental music and sound art", + "Cyber-physical systems and IoT", + "Urban farming and green roofs", + "Magic and illusion", + "Craft beer and brewing", + "Museums and cultural institutions", + "Puppetry and animation", + "Indigenous cultures and traditions", + "Acoustics and sound engineering", + "Public art and murals", + "Tiny houses and alternative living spaces", + "Dark tourism and historical sites", + "Aquaponics and hydroponics", + "Non-verbal communication and body language", + "Bird watching and ornithology", + "Philatelic collecting and history", + "Home automation and smart homes", + "Kinesiology and human movement", + "High-speed travel technologies", + "Upcycling and creative reuse", + "Stargazing and celestial events", + "Gerontology and aging", + "Retro gaming and game preservation", + "Biohacking and self-optimization", + "Desertification and land restoration", + "Collective intelligence and crowdsourcing", + "Astrophotography and cosmic visuals", + "Permaculture and regenerative agriculture", + "Silent retreats and mindfulness practices", + "Dance styles and cultural expressions", + "Tabletop gaming and role-playing games", + "Bookbinding and paper arts", + "Urban exploration and abandoned places", + "Lo-fi music and aesthetic movements", + "Digital nomadism and remote work trends", + "Skateboarding culture and history", + "Soap making and natural cosmetics", + "Herbalism and plant-based remedies", + "Biomimicry and nature-inspired design", + "Sensory experiences and ASMR", + "Sustainable fashion and ethical brands", + "Robotics competitions and education", + "Home brewing and distillation", + "Space weather and cosmic phenomena", + "Aerial photography and drone cinematography", + "Time capsules and messages to the future", + "Intermittent fasting and health effects", + "Urban sketching and plein air painting", + "Virtual choirs and collaborative music projects", + "Shared economies and collaborative consumption", + "Vintage electronics and technology restoration", + "Language games and puzzles", + "Parkour and free running", + "Nuclear energy and safety debates", + "Sleep science and dream analysis", + "Composting and waste reduction", + "Shipwrecks and underwater archaeology", + "Circus arts and street performances", + "Night photography and light painting", + "Zero-waste lifestyle and practices", + "Glaciology and ice formations", + "Mushroom foraging and cultivation", + "Bullet journaling and personal organization", + "Space tourism and commercial spaceflight", + "Cave exploration and speleology", + "Kombucha brewing and fermentation sciences", + "Privacy rights and data protection", + "Sand sculpting and beach arts", + "Live streaming culture and platforms", + "Origami and paper crafts", + "Survivalism and prepping", + "Flash fiction and micro-storytelling", + "Post-apocalyptic fiction and worldbuilding", + "Stop motion animation and filmmaking", + "Digital libraries and online archives", + "Alternative energy vehicles and transportation", + "Hydrotherapy and water-based healing", + "Experimental theater and interactive performances", + "Ocean conservation and marine protected areas", + "Houseplants and indoor gardening", + "Cognitive biases and decision-making", + "Virtual reality filmmaking and storytelling", + "Renaissance fairs and historical reenactment", + "Drone racing and aerial competitions", + "Choirs and vocal ensembles", + "Mountain biking and trail adventures", + "Smart cities and urban innovation", + "Rock climbing and bouldering", + "3D printing in medicine and healthcare", + "Tutorial creation and online education", + "Dark skies and light pollution awareness", + "Aquariums and marine life sanctuaries", + "Snow sports and winter adventures", + "Recycling innovations and solutions", + "Jazz history and improvisation", + "Green architecture and eco-friendly construction", + "Luxury travel and exclusive destinations", + "Food styling and photography", + "Underground music and indie labels", + "Historical swordsmanship and martial arts", + "Mixed martial arts and combat sports", + "Voice acting and audio drama", + "Cosplay and costume design", + "Mindfulness in education and schools", + "Fan fiction communities and creativity", + "Flash mobs and public interventions", + "Zero gravity and space simulations", + "Kite flying and aerodynamics", + "Carnivals and amusement parks", + "Silicon Valley and tech entrepreneurship", + "Antarctic expeditions and research stations", + "Long-exposure photography and techniques", + "Big data and analytics in sports", + "Urban beekeeping and pollinator gardens", + "Homesteading and self-sufficiency", + "Social innovation and design thinking", + "Ornamental gardening and landscape design", + "Extreme weather chasing and photography", + "Community choirs and social singing", + "Crystal healing and metaphysical properties", + "Light festivals and illumination art", + "Scrapbooking and memory keeping", + "Off-grid living and energy independence", + "Traditional boat building and sailing crafts", + "Laser cutting and engraving crafts", + "Virtual tours and digital travel experiences", + "Tattoo art and body modification", + "Digital detox and unplugging", + "Puzzle design and escape rooms", + "Philosophy of mind and consciousness", + "Recreational mathematics and number games", + "Treehouses and elevated living spaces", + "Biophilic design and nature integration", + "Handwriting analysis and graphology", + "Classical mythology and epic tales", + "Basket weaving and fiber arts", + "Net zero living and carbon footprint reduction", + "Modernist cuisine and food science", + "Paleontology and dinosaurs discoveries", + "Tiny computing devices and nanocomputers", + "Special effects makeup and prosthetics", + "Historical linguistics and language evolution", + "Stoicism and ancient philosophies in modern life", + "Public libraries evolution and digital resources", + "Craft cider making and apple varietals", + "Ghost towns and abandoned places exploration", + "Astronaut training and space missions preparation", + "Bioethical issues in modern science", + "Street art and urban interventions", + "3D scanning and digital preservation of artifacts", + "Immersive theater and sensory experiences", + "Natural language processing and computational linguistics", + "Citizen science projects and collaborative research", + "Cognitive computing and human-computer interaction", + "Molecular gastronomy and culinary innovation", + "Postmodern architecture and design theory", + "Electric aviation and sustainable air travel", + "Windsurfing and water sports", + "Sleep hacking and performance optimization", + "Wildcrafting and ethical foraging", + "Ethnomusicology and world music exploration", + "Wearable art and fashion tech", + "Retrofuturism and vintage visions of the future", + "Analog photography and darkroom techniques", + "Neotropical birds and biodiversity conservation", + "E-safety and digital citizenship", + "Smart textiles and materials innovation", + "Folk medicine and traditional healing", + "Underground literature and counterculture", + "Dark matter and cosmic mysteries", + "Aquatic ecosystems and coral reef conservation", + "Time travel theories and temporal paradoxes", + "Neuroplasticity and brain training", + "Ultramarathon running and endurance sports", + "Urban cycling and bike-friendly cities", + "Crowdfunding for creative projects", + "Adaptive sports and inclusive athletics", + "Constructivist education and learning by doing", + "Speculative fiction and future scenarios", + "Silent films and early cinema history", + "Harmony singing and vocal arrangements", + "Grief counseling and bereavement support", + "Brain-computer interfaces and neurotechnology", + "Vertical farming and urban agriculture advancements", + "Beekeeping and pollinator health", + "Binaural beats and auditory illusions", + "Upcoming space telescopes and cosmic observation", + "Sustainable textiles and fashion recycling", + "Cultural preservation and digitization projects", + "Action sports and extreme activities", + "Ethical hacking and cybersecurity defense", + "Transhumanism and human augmentation", + "Political satire and social commentary", + "Industrial archaeology and heritage conservation", + "Ergonomic design and workspace optimization", + "Natural building and eco-construction techniques", + "Community radio and independent broadcasting", + "Board game design and tabletop innovation", + "Microgreens cultivation and urban farming", + "Ice sculpting and cold art forms", + "Solar sailing and space propulsion", + "Interpretive dance and movement expression", + "Biofeedback and physiological monitoring", + "Guerrilla gardening and green activism", + "Subaquatic archaeology and sunken treasures", + "Hyperloop and future mass transit systems", + "Ecovillages and sustainable communities", + "Smart grids and energy efficiency", + "Paper engineering and pop-up book art", + "Freerunning and urban acrobatics", + "Parenting in the digital age", + "Bioacoustics and soundscape ecology", + "Choir conducting and musical leadership", + "Dystopian literature and social critique", + "Dynamic architecture and transforming spaces", + "Quantified self and personal analytics", + "Cross-cultural communication and bridging divides", + "Supersonic travel and future aviation", + "Living walls and vertical gardens", + "Hard science fiction and technical accuracy", + "Ethnobotany and plant wisdom", + "Space habitats and living off-planet", + "Oral history projects and storytelling preservation", + "Holistic education and whole child approaches", + "Aerial silk and circus arts", + "DIY synthesizers and electronic music crafting", + "Microadventures and local exploration", + "Wilderness therapy and nature healing", + "Telepresence and remote interaction technologies", + "Functional foods and nutraceuticals", + "Ethical consumerism and conscious buying", + "Historical reenactment and living history", + "Interactive documentaries and immersive journalism", + "Klezmer music and cultural revival", + "Ludology and the study of games", + "Poi spinning and flow arts", + "Interlocking and modular design", + "Extreme metal music and subculture", + "Mycology and the study of fungi", + "Smart prosthetics and advances in bionics", + "Renaissance music and historical instruments", + "Slow food movement and gastronomic heritage", + "Fan cultures and media fandom studies", + "Modern ruins and the aesthetics of decay", + "Ice climbing and vertical ice adventures", + "Post-digital art and new media genres", + "Living museums and experiential history", + "Soundscape design and acoustic ecology", + "Ephemeral art and temporary installations", + "AI in creative arts and design exploration", + "Canyoneering and slot canyon adventures", + "Somaesthetics and body-mind practices", + "Rural revitalization and small-town innovation", + "Ancient board games and traditional play", + "Viral evolution and pandemic forecasting", + "Volunteering abroad and cultural exchange", + "Nootropics and cognitive enhancers", + "Kinetic sculpture and moving art", + "Reclaimed spaces and adaptive reuse", + "Perfumery and the art of scent creation", + "Narrative medicine and storytelling in healthcare", + "Planetary defense and asteroid monitoring", + "Ice hotels and unique cold climate architecture", + "Haptic technology and tactile feedback", + "Psychedelic therapy and consciousness expansion", + "Labyrinth walking and meditative paths", + "Craft distilling and spirits innovation", + "Tiny satellites and CubeSat missions", + "Green chemistry and sustainable manufacturing", + "Alternative schooling models and education reform", + "Cryptology and secret communication", + "Wilderness survival skills and bushcraft", + "Steampunk culture and retrofuturistic design", + "Urban mythology and contemporary legends", + "Indie film making and grassroots cinema", + "Particle physics and the hunt for new particles", + "Material science breakthroughs and applications", + "Shadow theater and silhouette animation", + "Climate fiction (Cli-Fi) and environmental narratives", + "Robot ethics and autonomous systems governance", + "Mass spectrometry and molecular analysis", + "Fingerprinting art and the science of provenance", + "Capoeira and martial arts dance fusion", + "Uncontacted peoples and remote tribes", + "Voice synthesis and artificial vocal technologies", + "Quantum consciousness theories and discussions", + "Storytelling through data visualization", + "Smart mirrors and interactive displays", + "Metropolitan gardening and city green spaces", + "Holotropic breathwork and altered states", + "Deaf culture and sign language poetry", + "Rapid prototyping and makerspaces", + "Fossil hunting and paleoecology", + "Bioart and biological media", + "Aquathlon and multisport endurance competitions", + "Laser harps and innovative musical instruments", + "Guerilla filmmaking and independent productions", + "Zero-energy buildings and passive house standards", + "Vocaloid music and synthetic pop", + "Cryptocurrency mining and blockchain ecosystems", + "Longevity science and life extension", + "Professional blogging and content creation", + "Blacksmithing and metalwork artistry", + "Recumbent biking and alternative cycling", + "Sonic branding and audio identity", + "Toy design and the psychology of play", + "Esotericism and mystical philosophies", + "Imaginary languages and conlangs", + "Tactile interfaces and tangible computing", + "Bushido and samurai culture", + "Crowdsourced science and collaborative experiments", + "Flash fiction and short-short stories", + "Lost civilizations and speculative archaeology", + "Nanomedicine and targeted drug delivery", + "Buddhism in the modern world", + "Modernist poetry and experimental literature", + "Suborbital space flights and commercial astronauts", + "Cognitive enhancement devices", + "Underground comics and alternative graphic novels", + "Ancient textiles and fabric history", + "Skyspace art and immersive light environments", + "Quantum art and physics-inspired creations", + "Survival horror and psychological thrillers in gaming", + "Architectural acoustics and soundscaping", + "Magic realism and fantastical storytelling", + "Vintage computers and retro technology", + "Passenger drones and urban air mobility", + "Low-impact development and green urban planning", + "Fermented foods and probiotic diets", + "Ecotherapy and the healing power of nature", + "Food sovereignty and community agriculture", + "Spectral music and microtonal compositions", + "Artificial coral reefs and marine restoration", + "Citizen diplomacy and grassroots peacebuilding", + "Anti-gravity research and levitation experiments", + "Microexpressions and facial emotion recognition", + "Body painting and temporary art forms", + "Exoplanetary discovery and characterization", + "Aurora photography and night sky wonders", + "Mindful eating and conscious consumption", + "Underground dance and electronic music subcultures", + "Sensory gardens and therapeutic landscapes", + "Acapella music and vocal arrangements", + "Adaptogens and stress-relieving herbs", + "Experimental cinema and non-narrative films", + "Landscape urbanism and ecological design", + "Puzzle solving and competitive puzzling", + "Experiential learning and outdoor education", + "DIY robotics and home automation projects", + "Sound healing and vibrational therapy", + "Maglev trains and frictionless travel", + "Perfume chemistry and scent science", + "Aquascaping and underwater gardens", + "Living history farms and agricultural museums", + "Mathematical art and geometric design", + "Nomadic lifestyle and long-term travel", + "Typography and font design", + "Sustainable jewelry and ethical gem sourcing", + "Circular economy and waste-to-wealth systems", + "Animal communication and interspecies relationships", + "Seasteading and oceanic living", + "Cloud seeding and weather modification", + "Virtual choirs and mass online collaborations", + "Algae biofuels and aquatic biomass", + "Open-source hardware and community-driven technology", + "Cabinet of curiosities and wunderkammers", + "Ethnopharmacology and traditional medicines", + "Global scavenger hunts and adventure challenges", + "Eco-villages and intentional communities", + "Adventure photography and expedition documenting", + "Folk horror and rural Gothic stories", + "Quantum encryption and secure communication", + "Therapeutic landscapes and healing environments", + "Rooftop gardens and green roofs", + "Ephemera collecting and paper artifacts", + "Yarn bombing and street knitting", + "Microdosing and cognitive enhancement", + "Illustrated journals and creative diaries", + "Tactical urbanism and city hacking", + "Speculative biology and imagined ecosystems", + "Landscape architecture and outdoor space design", + "Minimalist travel and ultralight backpacking", + "Submersibles and deep-sea exploration", + "Orchid cultivation and rare flowers", + "Wildlife filmmaking and nature documentaries", + "Infrared photography and unseen landscapes", + "Sustainable tourism and responsible travel", + "Cyborg art and human-machine collaborations", + "Dark sky reserves and astrotourism", + "Historical reenactments and time period immersion", + "Superfoods and nutritional powerhouses", + "Linguistic puzzles and cryptic languages", + "DIY electronics and circuit bending", + "Food forests and perennial agriculture", + "Bioacoustic monitoring and ecosystem health", + "Living sculptures and biological art", + "Experimental archaeology and ancient technologies", + "Ultralight aviation and personal flying devices", + "Social impact games and meaningful play", + "Outdoor education and environmental literacy", + "Literary cafes and bookshop cultures", + "Comparative mythology and universal themes", + "Flying cars and vertical takeoff vehicles", + "Minimalist architecture and design philosophy", + "Psychoacoustics and the perception of sound", + "Gastronomic tourism and culinary adventures", + "Holistic veterinary medicine and animal wellness", + "Precious metal clay (PMC) jewelry and art", + "Found sound and field recording", + "Ancient grains and heritage crops", + "Digital humanities and technology in academia", + "Indie bookstores and literary culture", + "Flash mobs and spontaneous performances", + "Lunar bases and moon colonization concepts", + "Sound mapping and acoustic ecology studies", + "Geoengineering and climate intervention", + "Trashion and upcycled fashion", + "Psychedelic art and visionary culture", + "Lifelogging and digital self-tracking", + "Renaissance festivals and historical fairs", + "Origins of language and communication evolution", + "Underwater music and aquatic concerts", + "Pollinator pathways and bee boulevards", + "Zero emission buildings and sustainable design", + "Quantum mechanics and the nature of reality", + "Digital detox retreats and unplugging experiences", + "Cymatics and the visualization of sound", + "Heritage crafts and traditional skills", + "Bioinspired design and nature mimicry", + "Ancient astronomy and celestial navigation", + "Urban wildlife and coexisting with nature", + "Sport kite flying and competitive team flying", + "Unusual sports and quirky competitions", + "Homemade instruments and alternative sound sources", + "Community-supported agriculture (CSA) and local food", + "Slow cinema and minimalist filmmaking", + "Cloud art and atmospheric phenomena", + "Street magic and urban illusion", + "Digital anthropology and online cultures", + "Modular synthesizers and electronic soundscapes", + "Butterfly gardens and pollinator conservation", + "Hacker spaces and maker communities", + "Precarious architecture and balancing structures", + "Flash animation and web cartoons", + "Interstellar messages and cosmic communication", + "Independent zines and DIY publishing", + "Art cars and mobile masterpieces", + "Paragliding and free-flight sports", + "Vertical dance and aerial performances", + "Underground libraries and secret archives", + "Closed-loop systems and sustainable cycles", + "Biochar and soil regeneration", + "Urban spelunking and exploring hidden spaces", + "Time-lapse photography and motion capture", + "Metacognition and thinking about thinking", + "Cave paintings and ancient art discoveries", + "Gastropubs and the craft beer revolution", + "Supercontinents and geological history", + "Asteroid mining and space resources", + "Artificial islands and floating cities", + "Sound baths and meditative listening", + "Ethical dilemmas in artificial intelligence", + "Quantified ecology and environmental sensors", + "Memory palaces and mnemonic techniques", + "Whisper networks and grassroots information sharing", + "Future cities and speculative urbanism", + "Post-digital crafts and handmade technology", + "Toy hacking and creative repurposing", + "Binaural recording and immersive audio", + "Eco-fiction and green narratives", + "Interactive art and participatory installations", + "Music psychology and the effects of sound", + "Cosplay photography and costume showcases", + "Perceptual art and sensory illusions", + "Arctic expeditions and polar research", + "Kitesurfing and wind-powered sports", + "Living bridges and natural architecture", + "Space junk and orbital debris cleanup", + "Rhythmic gymnastics and expressive movement", + "Solar punk and optimistic futures", + "Underground cinema and cult films", + "Sonic weapons and acoustic defense", + "Theremin playing and electronic music history", + "Narrative medicine and storytelling in health", + "Breaking codes and cryptanalysis", + "Anti-fashion and subversive style", + "Historical fashion and costume recreation", + "Lost arts and forgotten crafts", + "Aquaponics and integrated agriculture", + "Creative nonfiction and the art of storytelling", + "Guerilla art and unexpected interventions", + "Altered books and book sculpting", + "Silent discos and wireless music festivals", + "Container gardening and compact horticulture", + "Superhero mythology and comic book analysis", + "Wearable computing and smart garments", + "Insect cuisine and entomophagy", + "Ceramic arts and pottery techniques", + "Sustainable aquaculture and fish farming", + "Bioluminescence and living light sources", + "Ice wine and extreme viticulture", + "Augmented art and technology-enhanced creativity", + "Architectural photography and building portraits", + "Experimental food and avant-garde cuisine", + "Historical espionage and codebreaking", + "Urban forestry and city trees", + "Drone cinematography and aerial filming", + "Ecological art and environmental installations", + "Popup books and mechanical paper engineering", + "Deep learning and neural networks in art", + "Parametric design and algorithmic architecture", + "Unconventional materials and experimental fashion", + "Slow TV and real-time broadcasting", + "Conceptual art and idea-based creations", + "Kinetic typography and animated text", + "Recreational tree climbing and canopy exploration", + "Polyphonic overtone singing and harmonic voices", + "Bibliotherapy and the healing power of books", + "Shared reading and community book clubs", + "Aquatic plants and water gardening", + "Vegan leather and sustainable materials", + "Invisible art and conceptual pieces", + "Urban legends and folklore research", + "Home automation and connected devices", + "Tea culture and ceremonial traditions", + "Post-natural history and future ecologies", + "Wild fermentation and traditional food preservation", + "Geocaching and real-world treasure hunts", + "House music and electronic dance culture", + "Regenerative agriculture and farming for the future", + "Whimsical architecture and playful spaces", + "Aquaculture innovation and sustainable seafood", + "Digital wellness and managing screen time", + "Ethnographic film and documentary storytelling", + "Space archeology and satellite imaging", + "Pop-up architecture and temporary structures", + "Book arts and creative publishing", + "Artificial photosynthesis and energy solutions", + "Narrative architecture and storytelling spaces", + "Cyberpunk aesthetics and futuristic subcultures", + "Cinema verite and realistic filmmaking", + "Living statues and performance art", + "Sand animation and kinetic art", + "Independent radio and underground broadcasts", + "Persuasive design and behavioral change", + "Futurist cuisine and experimental dining", + "Desert landscaping and xeriscaping" ] + more_instruct_themes = [ "Global Cultures and Societies", "Modern and Ancient Civilizations", @@ -106,6 +2418,30 @@ INSTRUCT_DEFAULT_THEMES = initial_instruct_themes + more_instruct_themes INSTRUCT_DEFAULT_QUESTIONS = ["ERROR in getting questions"] +instruct_task_options = [ + "Roleplay", + "Code Generation", + "Lectures", + "Textbooks", + "Multiple Choice QA", + "Long Form Essays", + "Dialogue of Experts", + "Story Writing", + "Research Paper", + "Academic Excersizes", + "Telling a Joke", + "Planning", + "Critiquing", + "Write an Email or Post", + "Write a song or poem", + "Create a Tutorial or Guide", + "Novel Product or Service Ideas", + "Domain Specific Tasks a Large Language Model could Perform", + "Simulated Debates, Conversations, or Deliberations", + "Difficult and specific instructions", + "Brainstorming Ideas" +] + CHAT_DEFAULT_THEMES = [ 'Love and relationships', 'Nature and environment', From e0a7247f5312010aca436bd52d76a9a8a14f6c14 Mon Sep 17 00:00:00 2001 From: Teknium <127238744+teknium1@users.noreply.github.com> Date: Fri, 9 Feb 2024 18:08:06 -0800 Subject: [PATCH 03/23] add more tasks --- template/__init__.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/template/__init__.py b/template/__init__.py index 9e3d4f1e..4dd8d089 100644 --- a/template/__init__.py +++ b/template/__init__.py @@ -2439,7 +2439,13 @@ "Domain Specific Tasks a Large Language Model could Perform", "Simulated Debates, Conversations, or Deliberations", "Difficult and specific instructions", - "Brainstorming Ideas" + "Brainstorming Ideas", + "Questions", + "Multiple Choice Quizzes", + "Multi-disciplinary questions", + "Academic Excersizes", + "Logic and Reasoning Excersizes", + "Creative Problem Solving" ] CHAT_DEFAULT_THEMES = [ From 20d6845888bded39e2706b8234c163b060d55732 Mon Sep 17 00:00:00 2001 From: Teknium <127238744+teknium1@users.noreply.github.com> Date: Fri, 9 Feb 2024 19:02:25 -0800 Subject: [PATCH 04/23] Implement prompt changes for new task types --- template/utils.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/template/utils.py b/template/utils.py index 1af6bdd8..5e0a3f11 100644 --- a/template/utils.py +++ b/template/utils.py @@ -83,7 +83,6 @@ def get_validators_with_runs_in_all_projects(): common_validators = set.intersection(*validators_runs.values()) return common_validators - async def get_list(list_type, num_questions_needed, theme=None): prompts_in_question = {'text_questions': 10, 'images_questions': 20} list_type_mapping = { @@ -102,7 +101,13 @@ async def get_list(list_type, num_questions_needed, theme=None): question_pool = [] for complexity_level in range(1, 21): for relevance_level in range(1, 21): - prompt = (f"Generate a python-formatted list of {prompts_in_question[list_type]} questions " + random_int = random.randint(1, 100) + if random_int <= 50: + task_type = "questions" + else: + task_type = random.sample(template.instruct_task_options, 1) + + prompt = (f"Generate a python-formatted list of {prompts_in_question[list_type]} {task_type} " f"or instruct tasks related to the theme '{theme}', each with a complexity level " f"of {complexity_level} out of 20 and a relevance level to the theme " f"of {relevance_level} out of 20. These tasks should varyingly explore " From c23a52b8b5593bc2642333cd3bb231353676d88b Mon Sep 17 00:00:00 2001 From: Teknium <127238744+teknium1@users.noreply.github.com> Date: Fri, 9 Feb 2024 19:06:24 -0800 Subject: [PATCH 05/23] fix format of tasks --- template/__init__.py | 54 ++++++++++++++++++++++---------------------- 1 file changed, 27 insertions(+), 27 deletions(-) diff --git a/template/__init__.py b/template/__init__.py index 4dd8d089..7b09bf97 100644 --- a/template/__init__.py +++ b/template/__init__.py @@ -2419,33 +2419,33 @@ INSTRUCT_DEFAULT_QUESTIONS = ["ERROR in getting questions"] instruct_task_options = [ - "Roleplay", - "Code Generation", - "Lectures", - "Textbooks", - "Multiple Choice QA", - "Long Form Essays", - "Dialogue of Experts", - "Story Writing", - "Research Paper", - "Academic Excersizes", - "Telling a Joke", - "Planning", - "Critiquing", - "Write an Email or Post", - "Write a song or poem", - "Create a Tutorial or Guide", - "Novel Product or Service Ideas", - "Domain Specific Tasks a Large Language Model could Perform", - "Simulated Debates, Conversations, or Deliberations", - "Difficult and specific instructions", - "Brainstorming Ideas", - "Questions", - "Multiple Choice Quizzes", - "Multi-disciplinary questions", - "Academic Excersizes", - "Logic and Reasoning Excersizes", - "Creative Problem Solving" + "roleplay", + "code generation", + "lecture", + "textbooks", + "multiple choice QA", + "long form essays", + "dialogue of experts", + "story writing", + "research paper", + "academic excersizes", + "telling a joke", + "planning", + "critiquing", + "write an email or post", + "write a song or poem", + "create a tutorial or guide", + "novel product or service ideas", + "domain specific tasks a large language model could perform", + "simulated debates, conversations, or deliberations", + "difficult and specific instructions", + "brainstorming", + "questions", + "multiple choice quizzes", + "multi-disciplinary questions", + "academic excersizes", + "logic and reasoning excersizes", + "creative problem solving" ] CHAT_DEFAULT_THEMES = [ From 7d203dd064fa50442e304373a85ea179b6de08bd Mon Sep 17 00:00:00 2001 From: Teknium <127238744+teknium1@users.noreply.github.com> Date: Fri, 9 Feb 2024 19:58:30 -0800 Subject: [PATCH 06/23] more grammar fixes for prompt --- template/__init__.py | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/template/__init__.py b/template/__init__.py index 7b09bf97..27cc0806 100644 --- a/template/__init__.py +++ b/template/__init__.py @@ -2421,23 +2421,25 @@ instruct_task_options = [ "roleplay", "code generation", - "lecture", - "textbooks", - "multiple choice QA", - "long form essays", + "lecture writing", + "textbook writing", + "multiple choice QA generation", + "long form essay", "dialogue of experts", "story writing", "research paper", "academic excersizes", - "telling a joke", + "telling jokes", "planning", "critiquing", - "write an email or post", - "write a song or poem", + "email writing", + "social post writing" + "song writing", + "poem writing", "create a tutorial or guide", "novel product or service ideas", "domain specific tasks a large language model could perform", - "simulated debates, conversations, or deliberations", + "simulated debates, conversations, deliberations", "difficult and specific instructions", "brainstorming", "questions", From 174bf58580c528a6ca45ea1ecf7c8754e1c5416f Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Sat, 10 Feb 2024 02:23:48 -0500 Subject: [PATCH 07/23] fix capitals --- template/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/template/__init__.py b/template/__init__.py index 27cc0806..a96f8737 100644 --- a/template/__init__.py +++ b/template/__init__.py @@ -75,7 +75,7 @@ PROJECT_NAME = 'multi-modality' # Instruct themes used in https://arxiv.org/pdf/2304.12244.pdf to train WizardLM -initial_instruct_themes = [ +INITIAL_INSTRUCT_THEMES = [ 'Philosopy', 'Technology', 'Physics', 'Ethics', 'Academic Writing', 'Economy', 'History', 'Medicine', 'Toxicity', 'Roleplay', 'Entertainment', 'Biology', 'Counterfactual', 'Literature', 'Chemistry', 'Writing', 'Sport', 'Law', 'Language', 'Computer Science', 'Multilangual', From f2230d9b718d14b02d4768fe525cb25c93999467 Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Sat, 10 Feb 2024 02:26:03 -0500 Subject: [PATCH 08/23] fix capitals --- template/utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/template/utils.py b/template/utils.py index 5e0a3f11..1ded1416 100644 --- a/template/utils.py +++ b/template/utils.py @@ -105,7 +105,7 @@ async def get_list(list_type, num_questions_needed, theme=None): if random_int <= 50: task_type = "questions" else: - task_type = random.sample(template.instruct_task_options, 1) + task_type = random.sample(template.INSTRUCT_TASK_OPTIONS, 1) prompt = (f"Generate a python-formatted list of {prompts_in_question[list_type]} {task_type} " f"or instruct tasks related to the theme '{theme}', each with a complexity level " From c493db91358e3df97622aa42368fd7dab4727fd6 Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Sat, 10 Feb 2024 02:28:50 -0500 Subject: [PATCH 09/23] more fixes --- template/__init__.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/template/__init__.py b/template/__init__.py index a96f8737..9555b468 100644 --- a/template/__init__.py +++ b/template/__init__.py @@ -2393,7 +2393,7 @@ "Desert landscaping and xeriscaping" ] -more_instruct_themes = [ +MORE_INSTRUCT_THEMES = [ "Global Cultures and Societies", "Modern and Ancient Civilizations", "Innovations in Science and Technology", @@ -2418,7 +2418,7 @@ INSTRUCT_DEFAULT_THEMES = initial_instruct_themes + more_instruct_themes INSTRUCT_DEFAULT_QUESTIONS = ["ERROR in getting questions"] -instruct_task_options = [ +INSTRUCT_TASK_OPTIONS = [ "roleplay", "code generation", "lecture writing", From 4aae54efcb88a7f04932c81090f3ad3d78f88f7d Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Sat, 10 Feb 2024 02:32:49 -0500 Subject: [PATCH 10/23] revert, im an idiot --- template/__init__.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/template/__init__.py b/template/__init__.py index 9555b468..5d7856f0 100644 --- a/template/__init__.py +++ b/template/__init__.py @@ -75,7 +75,7 @@ PROJECT_NAME = 'multi-modality' # Instruct themes used in https://arxiv.org/pdf/2304.12244.pdf to train WizardLM -INITIAL_INSTRUCT_THEMES = [ +initial_instruct_themes = [ 'Philosopy', 'Technology', 'Physics', 'Ethics', 'Academic Writing', 'Economy', 'History', 'Medicine', 'Toxicity', 'Roleplay', 'Entertainment', 'Biology', 'Counterfactual', 'Literature', 'Chemistry', 'Writing', 'Sport', 'Law', 'Language', 'Computer Science', 'Multilangual', @@ -2393,7 +2393,7 @@ "Desert landscaping and xeriscaping" ] -MORE_INSTRUCT_THEMES = [ +more_instruct_themes = [ "Global Cultures and Societies", "Modern and Ancient Civilizations", "Innovations in Science and Technology", From ef3fbfabd8d5dda8a1e80ae9496ac58eee5fe496 Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Sat, 10 Feb 2024 03:23:46 -0500 Subject: [PATCH 11/23] decrease vali costs --- validators/text_validator.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/validators/text_validator.py b/validators/text_validator.py index a7179575..32cfee4d 100644 --- a/validators/text_validator.py +++ b/validators/text_validator.py @@ -103,7 +103,7 @@ async def start_query(self, available_uids, metagraph) -> tuple[list, dict]: def should_i_score(self): random_number = random.random() - will_score_all = random_number < 1 / 9 + will_score_all = random_number < 1 / 12 bt.logging.info(f"Random Number: {random_number}, Will score text responses: {will_score_all}") return will_score_all From bd5d16ba51d960a501f1410fd797f3322c7ad82d Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Sat, 10 Feb 2024 17:20:17 -0500 Subject: [PATCH 12/23] version bump --- template/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/template/__init__.py b/template/__init__.py index 5d7856f0..73eb661e 100644 --- a/template/__init__.py +++ b/template/__init__.py @@ -19,7 +19,7 @@ # version must stay on line 22 -__version__ = "3.1.6" +__version__ = "3.1.7" version_split = __version__.split(".") __spec_version__ = ( (1000 * int(version_split[0])) From eb0a134367c0ca94bea5548b6b4e7bd54f3b3ee6 Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Wed, 6 Mar 2024 23:58:04 +0800 Subject: [PATCH 13/23] increase timeout --- validators/text_validator.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/validators/text_validator.py b/validators/text_validator.py index 32cfee4d..c1aab71a 100644 --- a/validators/text_validator.py +++ b/validators/text_validator.py @@ -13,7 +13,7 @@ class TextValidator(BaseValidator): def __init__(self, dendrite, config, subtensor, wallet: bt.wallet): - super().__init__(dendrite, config, subtensor, wallet, timeout=60) + super().__init__(dendrite, config, subtensor, wallet, timeout=75) self.streaming = True self.query_type = "text" self.model = "gpt-4-1106-preview" From 3e5703a3f40c56d94d3cd1648fe6ee23abec1727 Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Wed, 6 Mar 2024 23:58:39 +0800 Subject: [PATCH 14/23] make reward stricter --- template/reward.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/template/reward.py b/template/reward.py index 4c985a7d..61b1bfe8 100644 --- a/template/reward.py +++ b/template/reward.py @@ -69,8 +69,8 @@ async def api_score(api_answer: str, response: str, weight: float) -> float: words_in_response = len(response.split()) words_in_api = len(api_answer.split()) - # Answer must be within 15% the true answer's length - word_count_threshold = words_in_api * 0.15 + # Answer must be within 10% the true answer's length + word_count_threshold = words_in_api * 0.10 # Check if the word count difference is within the threshold and similarity if abs(words_in_response - words_in_api) <= word_count_threshold: From b7fc825e17ae4a65a79ee21c252848bef8f1d5ad Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Wed, 6 Mar 2024 23:59:00 +0800 Subject: [PATCH 15/23] bump version --- template/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/template/__init__.py b/template/__init__.py index 73eb661e..607ebb78 100644 --- a/template/__init__.py +++ b/template/__init__.py @@ -19,7 +19,7 @@ # version must stay on line 22 -__version__ = "3.1.7" +__version__ = "3.1.8" version_split = __version__.split(".") __spec_version__ = ( (1000 * int(version_split[0])) From 8de3a42bfa4197273bae7ea321e0f203c0726cea Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Thu, 7 Mar 2024 05:46:19 +0800 Subject: [PATCH 16/23] add scores to wandb --- validators/text_validator.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/validators/text_validator.py b/validators/text_validator.py index c1aab71a..e31944f0 100644 --- a/validators/text_validator.py +++ b/validators/text_validator.py @@ -150,10 +150,11 @@ async def score_responses( if scored_response is not None: scores[uid] = scored_response uid_scores_dict[uid] = scored_response + self.wandb_data["scores"][uid] = score else: scores[uid] = 0 uid_scores_dict[uid] = 0 - # self.wandb_data["scores"][uid] = score + if uid_scores_dict != {}: bt.logging.info(f"text_scores is {uid_scores_dict}") From 9ddca1f0d13a9ee9ce7753b70ef34381c575131d Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Thu, 7 Mar 2024 05:46:46 +0800 Subject: [PATCH 17/23] bump version --- template/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/template/__init__.py b/template/__init__.py index 607ebb78..3f667c97 100644 --- a/template/__init__.py +++ b/template/__init__.py @@ -19,7 +19,7 @@ # version must stay on line 22 -__version__ = "3.1.8" +__version__ = "3.1.9" version_split = __version__.split(".") __spec_version__ = ( (1000 * int(version_split[0])) From c888c41afb1ab8efb0f64d5b9bb98bafde851bb2 Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Sat, 9 Mar 2024 10:39:20 -0500 Subject: [PATCH 18/23] switch model --- validators/text_validator.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/validators/text_validator.py b/validators/text_validator.py index e31944f0..59f13e80 100644 --- a/validators/text_validator.py +++ b/validators/text_validator.py @@ -16,7 +16,7 @@ def __init__(self, dendrite, config, subtensor, wallet: bt.wallet): super().__init__(dendrite, config, subtensor, wallet, timeout=75) self.streaming = True self.query_type = "text" - self.model = "gpt-4-1106-preview" + self.model = "gpt-4-0125-preview" self.max_tokens = 2048 self.temperature = 0.0001 self.weight = 1 @@ -83,7 +83,7 @@ async def start_query(self, available_uids, metagraph) -> tuple[list, dict]: # claude models = ["claude-2.1", "claude-2.0", "claude-instant-1.2"] self.model = "anthropic.claude-v2:1" elif self.provider == "OpenAI": - self.model = "gpt-4-1106-preview" + self.model = "gpt-4-0125-preview" for uid in available_uids: prompt = await self.get_question(len(available_uids)) From fd0a1b962a35b8c28efe56a6b074bbc10f165348 Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Sat, 9 Mar 2024 10:40:48 -0500 Subject: [PATCH 19/23] switch model --- template/utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/template/utils.py b/template/utils.py index 1ded1416..0ff45668 100644 --- a/template/utils.py +++ b/template/utils.py @@ -150,7 +150,7 @@ async def get_list(list_type, num_questions_needed, theme=None): try: random_seed = random.randint(1, 10000) messages = [{'role': "user", 'content': selected_prompts[i]}] - new_answer = await call_openai(messages, 0.85, "gpt-4-1106-preview", random_seed) + new_answer = await call_openai(messages, 0.85, "gpt-4-0125-preview", random_seed) new_answer = new_answer.replace("\n", " ") if new_answer else "" new_extracted_list = extract_python_list(new_answer) if new_extracted_list: From 50483b67d501369f72d0048cb12c75bd4fc2cc28 Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Sat, 9 Mar 2024 10:41:22 -0500 Subject: [PATCH 20/23] bump version --- template/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/template/__init__.py b/template/__init__.py index 3f667c97..d7e246f8 100644 --- a/template/__init__.py +++ b/template/__init__.py @@ -19,7 +19,7 @@ # version must stay on line 22 -__version__ = "3.1.9" +__version__ = "3.2.0" version_split = __version__.split(".") __spec_version__ = ( (1000 * int(version_split[0])) From bffe9cb5d0b9f995d54d2ae27a4b7fb3efdfe048 Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Sat, 9 Mar 2024 15:27:42 -0500 Subject: [PATCH 21/23] turn off http port by default --- validators/validator.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/validators/validator.py b/validators/validator.py index 1974d966..cbc48a7c 100644 --- a/validators/validator.py +++ b/validators/validator.py @@ -158,7 +158,7 @@ def __init__(self, *a, **kw): validator_app.add_routes([web.post('/text-validator/', process_text_validator)]) -def main(run_aio_app=True, test=False) -> None: +def main(run_aio_app=False, test=False) -> None: config = get_config() wallet, subtensor, dendrite, my_uid = initialize_components(config) validator_config = { From 87dd2c9b575978c8b9c82b2de796aa9df1ecca16 Mon Sep 17 00:00:00 2001 From: surcyf123 <114649324+surcyf123@users.noreply.github.com> Date: Sat, 9 Mar 2024 15:29:19 -0500 Subject: [PATCH 22/23] bump version --- template/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/template/__init__.py b/template/__init__.py index d7e246f8..d2eaafef 100644 --- a/template/__init__.py +++ b/template/__init__.py @@ -19,7 +19,7 @@ # version must stay on line 22 -__version__ = "3.2.0" +__version__ = "3.2.1" version_split = __version__.split(".") __spec_version__ = ( (1000 * int(version_split[0])) From 501f70123690064182348a2204f07d34f0295aa1 Mon Sep 17 00:00:00 2001 From: root Date: Sat, 9 Mar 2024 22:06:01 +0000 Subject: [PATCH 23/23] remove web route --- state.json | 2 +- template/__init__.py | 2 +- validators/validator.py | 6 +++--- validators/weight_setter.py | 2 +- 4 files changed, 6 insertions(+), 6 deletions(-) diff --git a/state.json b/state.json index 445e939f..0e3ff050 100644 --- a/state.json +++ b/state.json @@ -1 +1 @@ -{"text": {"themes": ["Philosopy", "Technology", "Physics", "Ethics", "Academic Writing", "Economy", "History", "Medicine", "Toxicity", "Roleplay", "Entertainment", "Biology", "Counterfactual", "Literature", "Chemistry", "Writing", "Sport", "Law", "Language", "Computer Science", "Multilangual", "Common Sense", "Art", "Complex Format", "Code Generation", "Math", "Code Debug", "Reasoning", "Global Cultures and Societies", "Modern and Ancient Civilizations", "Innovations in Science and Technology", "Environmental Conservation and Biodiversity", "World Religions and Philosophical Thought", "Global Economy and International Trade", "Public Health and Pandemic Response", "Human Rights and Social Justice Issues", "Political Systems and International Relations", "Major Historical Events and their Impact", "Advancements in Medicine and Healthcare", "Fundamentals of Physics and the Cosmos", "Cognitive Development and Learning Theories", "Sustainable Development and Green Technologies", "Media Literacy and News Analysis", "Classical and Modern Literature", "Fundamentals of Mathematics and Logic", "Social Psychology and Group Dynamics", "Emerging Trends in Education", "Civic Engagement and Community Organizing"], "questions": ["Define the term human rights and provide an example of a human rights violation.", "Explain the concept of social justice and discuss its importance in society.", "Research and discuss a current social justice issue happening in your country.", "Compare and contrast the Universal Declaration of Human Rights and the International Bill of Human Rights.", "Discuss the role of non-governmental organizations (NGOs) in advocating for human rights and social justice.", "Examine the impact of poverty on access to education and healthcare in developing countries.", "Research and discuss the challenges faced by refugees and asylum seekers in accessing their human rights.", "Explore the relationship between human rights and gender equality.", "Discuss the role of media in raising awareness about human rights violations and social justice issues.", "Analyze the impact of racial discrimination on marginalized communities and propose strategies for combating it.", "Discuss the impact of income inequality on access to education and healthcare.", "Explain the concept of systemic racism and provide examples of how it manifests in society.", "Analyze the role of media in shaping public perception of Human Rights and Social Justice Issues.", "Evaluate the effectiveness of international organizations in addressing Human Rights violations.", "Discuss the relationship between poverty and human trafficking, and propose potential solutions.", "Examine the impact of gender-based violence on the mental health of survivors.", "Analyze the effects of mass incarceration on marginalized communities.", "Discuss the challenges faced by refugees in accessing their basic human rights.", "Evaluate the role of corporations in promoting or inhibiting Social Justice Issues.", "Explain the concept of intersectionality and its significance in addressing multiple forms of discrimination.", "Explain the impact of globalization on labor rights in developing countries, considering both the positive and negative aspects.", "Discuss the ethical considerations of data privacy in the context of surveillance by government agencies.", "Analyze the role of social media as a platform for free speech versus its potential to infringe on individual privacy rights.", "Compare the effectiveness of international sanctions versus diplomatic negotiations in addressing human rights abuses by authoritarian regimes.", "Investigate the historical evolution of women's rights movements and their influence on contemporary gender equality legislation.", "Examine the challenges faced by indigenous populations in maintaining cultural heritage within the framework of national legal systems.", "Assess the legal and moral arguments surrounding the death penalty in the context of international human rights law.", "Debate the balance between intellectual property rights and access to essential medicines in low-income countries.", "Evaluate the role of the International Criminal Court in enforcing human rights standards and its impact on global justice.", "Explore the effects of climate change policies on the economic and social rights of populations in vulnerable regions.", "Explain the concept of intersectionality and how it relates to human rights and social justice issues.", "Discuss the historical context and significance of the Universal Declaration of Human Rights.", "Analyze the impact of systemic racism on marginalized communities and propose strategies for addressing it.", "Examine the role of NGOs (non-governmental organizations) in promoting and protecting human rights.", "Explore the connection between environmental justice and human rights, providing examples to support your analysis.", "Discuss the challenges faced by refugees and asylum seekers in accessing their human rights, and propose solutions.", "Explain the concept of restorative justice and its potential benefits in addressing social justice issues.", "Analyze the impact of socioeconomic inequality on the realization of human rights, and propose strategies for reducing it.", "Discuss the ethical considerations surrounding the use of artificial intelligence in decision-making processes related to social justice issues.", "Examine the relationship between gender equality and human rights, providing examples of key issues and progress made.", "Discuss the impact of systemic racism on access to education in marginalized communities.", "Analyze the role of social media in mobilizing social justice movements.", "Explain the concept of intersectionality and its significance in addressing multiple forms of discrimination.", "Evaluate the effectiveness of international human rights treaties in promoting social justice globally.", "Investigate the relationship between economic inequality and human rights violations.", "Discuss the challenges faced by LGBTQ+ individuals in accessing healthcare services.", "Examine the role of non-governmental organizations (NGOs) in advocating for human rights and social justice.", "Analyze the impact of colonialism on indigenous peoples rights and their ongoing struggles for justice.", "Discuss the ethical implications of capital punishment in relation to human rights.", "Explain the concept of restorative justice and its potential for addressing social injustice.", "Discuss the concept of intersectionality and its importance in understanding and addressing human rights and social justice issues.", "Analyze the impact of poverty on human rights and social justice, and propose strategies to alleviate poverty and promote equality.", "Examine the role of education in promoting human rights and social justice, and discuss the barriers and solutions to ensuring equal access to education.", "Discuss the historical and contemporary challenges faced by indigenous communities in relation to their human rights and social justice.", "Analyze the impact of gender inequality on human rights and social justice, and propose strategies to achieve gender equality.", "Examine the role of media in shaping public perception of human rights and social justice issues, and discuss the ethical responsibilities of media organizations.", "Discuss the relationship between environmental degradation and human rights, and propose strategies to address environmental justice issues.", "Analyze the impact of systemic racism on human rights and social justice, and discuss ways to dismantle racist structures and promote racial equality.", "Examine the challenges faced by LGBTQ+ individuals in relation to their human rights and social justice, and propose strategies to promote LGBTQ+ rights.", "Discuss the importance of international cooperation and collaboration in addressing global human rights and social justice issues.", "Discuss the impact of systemic racism on access to healthcare in marginalized communities.", "Examine the role of social media in promoting or hindering social justice movements.", "Analyze the ethical implications of capital punishment in relation to human rights.", "Evaluate the effectiveness of international human rights organizations in addressing global human rights violations.", "Explore the relationship between socioeconomic status and educational opportunities in disadvantaged communities.", "Discuss the challenges faced by LGBTQ+ individuals in accessing healthcare and social services.", "Analyze the impact of mass incarceration on marginalized communities and propose potential solutions.", "Examine the role of technology in advancing human rights advocacy and activism.", "Discuss the ethical considerations surrounding the use of drones in warfare and their impact on civilian populations.", "Explore the connection between climate change and social justice, particularly in vulnerable populations.", "Discuss the impact of systemic racism on access to education in marginalized communities.", "Analyze the role of social media in promoting awareness and activism for human rights issues.", "Examine the effectiveness of international organizations in addressing human rights violations.", "Compare and contrast the concepts of equality and equity in relation to social justice.", "Explore the ethical implications of using artificial intelligence in criminal justice systems.", "Discuss the challenges faced by individuals with disabilities in accessing healthcare services.", "Analyze the impact of mass incarceration on communities of color.", "Examine the role of economic inequality in perpetuating social injustice.", "Discuss the importance of gender equality in achieving social justice.", "Explore the relationship between climate change and human rights issues.", "Discuss the impact of racial profiling on the human rights and social justice of marginalized communities.", "Examine the role of social media in raising awareness about human rights violations and promoting social justice.", "Analyze the effectiveness of international organizations in addressing human rights abuses and promoting social justice globally.", "Evaluate the ethical implications of capital punishment in relation to human rights and social justice.", "Discuss the challenges faced by refugees and asylum seekers in accessing their human rights and achieving social justice.", "Examine the relationship between poverty and human rights violations, and propose strategies to address this issue.", "Analyze the impact of gender inequality on human rights and social justice, and propose measures for improvement.", "Discuss the role of education in promoting human rights and social justice, and explore barriers to access education globally.", "Examine the impact of environmental degradation on human rights and social justice, and propose sustainable solutions.", "Discuss the intersectionality of different social justice issues, such as race, gender, and socioeconomic status, and its impact on human rights.", "Discuss the impact of systemic racism on access to education in marginalized communities.", "Analyze the role of social media in promoting awareness about human rights violations.", "Explain the concept of intersectionality and its significance in addressing social justice issues.", "Explore the ethical implications of using AI and machine learning algorithms in criminal justice systems.", "Discuss the challenges faced by LGBTQ+ individuals in accessing healthcare services.", "Analyze the effectiveness of restorative justice practices in reducing recidivism rates.", "Explain the concept of cultural relativism and its implications for human rights advocacy.", "Discuss the role of economic inequality in perpetuating social injustice.", "Explore the impact of climate change on indigenous communities and their rights.", "Analyze the challenges faced by refugees in accessing legal protection and human rights.", "Explain the concept of intersectionality and how it relates to social justice issues.", "What are the key principles of the Universal Declaration of Human Rights?", "Describe the role of civil society organizations in promoting human rights and social justice.", "Discuss the impact of systemic racism on marginalized communities and propose strategies to address it.", "Examine the relationship between poverty and human rights, highlighting specific examples.", "Analyze the challenges faced by LGBTQ+ individuals in accessing their human rights and propose measures to overcome them.", "Explain the concept of restorative justice and its potential benefits in addressing social inequalities.", "Discuss the role of media in shaping public perception and awareness of human rights and social justice issues.", "Examine the impact of globalization on human rights and social justice, considering both positive and negative aspects.", "Discuss the ethical considerations surrounding the use of technology in surveillance and its implications for human rights and social justice.", "What are some basic human rights that everyone should have?", "How does poverty affect access to social justice?", "What are some examples of social justice issues in your community?", "Explain the concept of privilege and its impact on social justice.", "What are some ways to promote gender equality?", "Discuss the role of education in promoting human rights.", "How does systemic racism impact social justice?", "What are some challenges faced by refugees in accessing their human rights?", "Explain the concept of intersectionality and its relevance to social justice.", "Discuss the importance of freedom of expression in advocating for human rights.", "What are the main principles of the Universal Declaration of Human Rights?", "Explain the concept of social justice and its importance in promoting equality.", "Discuss the impact of poverty on the realization of human rights.", "Examine the role of education in addressing human rights and social justice issues.", "What are some key challenges in ensuring gender equality and women's rights?", "Analyze the connection between human rights and the criminal justice system.", "How can technology be used to advance human rights and social justice?", "Explore the relationship between freedom of expression and human rights.", "Discuss the role of NGOs in advocating for human rights and social justice.", "What are the ethical considerations surrounding humanitarian interventions?", "What are the key principles of human rights and social justice?", "Discuss the historical development of human rights and social justice movements.", "Explain the concept of intersectionality and its relevance to human rights and social justice.", "Analyze the impact of globalization on human rights and social justice.", "Discuss the role of international organizations in promoting and protecting human rights and social justice.", "Examine the challenges and barriers to achieving gender equality in society.", "Discuss the relationship between poverty and human rights.", "Analyze the role of education in promoting human rights and social justice.", "Explain the concept of systemic racism and its effects on marginalized communities.", "Discuss the importance of freedom of speech in the context of human rights and social justice.", "What are some examples of human rights violations in your country?", "How can social media be used as a tool to promote social justice?", "Explain the concept of intersectionality and its relevance to human rights.", "Discuss the impact of income inequality on social justice.", "What are the challenges faced by marginalized communities in accessing legal aid?", "How does systemic racism contribute to social injustice?", "Explain the concept of cultural relativism and its implications for human rights.", "Discuss the role of NGOs in advocating for human rights and social justice.", "What are the ethical considerations in the use of artificial intelligence in criminal justice systems?", "Explain the concept of restorative justice and its potential benefits for society.", "Discuss the impact of the Universal Declaration of Human Rights on global social justice movements.", "Explain the concept of intersectionality and its significance in addressing social justice issues.", "Analyze the role of social media in promoting awareness and activism for human rights.", "Evaluate the effectiveness of international human rights organizations in addressing social justice issues.", "Discuss the ethical implications of cultural relativism in relation to human rights violations.", "Explain the concept of restorative justice and its potential for addressing systemic social injustices.", "Analyze the connection between economic inequality and human rights violations.", "Discuss the challenges faced by indigenous communities in accessing and preserving their human rights.", "Evaluate the role of education in promoting social justice and human rights awareness.", "Explain the impact of mass incarceration on marginalized communities and its implications for social justice.", "Discuss the impact of social media on the promotion and protection of human rights.", "Examine the relationship between poverty and access to education in developing countries.", "Analyze the effectiveness of international organizations in addressing human rights violations.", "Explore the challenges faced by indigenous communities in their struggle for land rights.", "Discuss the role of gender inequality in perpetuating social injustice.", "Examine the ethical implications of capital punishment within the context of human rights.", "Analyze the impact of racial discrimination on marginalized communities.", "Discuss the importance of freedom of speech in promoting social justice.", "Explore the role of economic inequality in exacerbating social injustice.", "Analyze the impact of mass surveillance on individual privacy and human rights.", "Explain the concept of human rights and how it relates to social justice.", "Discuss the role of international organizations in promoting and protecting human rights.", "Analyze the impact of systemic racism on social justice and human rights.", "Examine the relationship between poverty and access to basic human rights.", "Evaluate the effectiveness of nonviolent protests in achieving social justice.", "Discuss the challenges faced by marginalized communities in accessing justice.", "Explain the concept of restorative justice and its potential benefits.", "Analyze the ethical implications of capital punishment in relation to human rights.", "Discuss the role of education in promoting human rights and social justice.", "Examine the impact of gender inequality on human rights and social justice.", "What are some key human rights issues that are currently being addressed globally?", "Discuss the concept of social justice and its importance in achieving equality.", "Explain the role of non-governmental organizations (NGOs) in advocating for human rights.", "Describe the impact of systemic racism on social justice and human rights.", "How do gender inequality and discrimination contribute to human rights violations?", "Discuss the challenges faced by indigenous communities in asserting their rights and achieving social justice.", "Explain the concept of economic inequality and its implications for human rights.", "Discuss the role of technology in both promoting and hindering human rights and social justice.", "Describe the relationship between climate change and human rights issues.", "What are some effective strategies for promoting human rights and social justice at the grassroots level?", "Explain the concept of intersectionality and its significance in understanding human rights and social justice issues.", "Discuss the impact of systemic racism on marginalized communities and propose ways to address it."], "theme_counter": 0, "question_counter": 0}, "images": {"themes": ["The Inner Journey", "The Dance of Life", "Enigmatic Reflections", "The Poetry of Silence", "Melodies of the Mind", "Whimsical Enigmas", "Whispers of Inspiration", "Colorful Abstractions", "Dancing Colors", "Transcendent moments", "The Essence of Light", "Metamorphosis", "Duality in Nature", "Transcending Time", "Essence of Life", "Ethereal Abstractions", "Hidden Depths", "Urban Rhythms", "Inner emotions", "Whispers of the Night", "Dreams that Soar", "Enchanted Melodies", "Embracing Solitude", "Dreamlike Reflections", "Abstracted Memories", "Melodies of the Mind", "Evolving Realities", "Serenade of Seasons", "Serenity in chaos", "Interwoven Narratives", "Cosmic Connections", "Interplay of elements", "Immersive Portals", "Whispers of the Wind", "Whispered Whimsies", "Painted 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into darkness", "The beauty of decay", "The Dance of Time", "Tangled Thoughts", "The beauty of simplicity", "Redefining Perspectives", "Ethereal Whispers", "The Colors of Sound", "Melodies of life", "Emerging Energy", "Symphony of Shadows", "Metamorphic Dreams", "Reverie of Light", "Dreamy Landscapes", "Echoes of the Past", "Shimmering Horizons", "Journey into Light", "Natures Kaleidoscope", "Echoes of the Mind", "The Art of Shadows", "Vibrant Rhythms", "Colorful Fragments", "The Art of Stillness", "Celestial Melodies", "Colors of the Mind", "Magical Realms", "Whispers of Dreams", "Mystical Journeys", "Colorful Whirlwinds", "Transcending Reality", "The Art of Connection", "Symphony of Textures", "Unseen Perspectives", "Whispers of the Soul", "Translucent Veil", "Whispering Dreams", "Waves of Creativity", "Exploring the Unknown", "Ethereal Elegance", "Whimsical Tales", "Metamorphosis of Colors", "Colorful Whispers", "Luminous Reverie", "Ephemeral Fragments", "Mosaic of Memories", "Whirling Fantasies", "The Essence Within", "Vibrant Perspectives", "Eternal Fragility", "Whimsical Wanderlust", "Reimagined Landscapes", "The Fluidity of Nature", "Sculpted Whispers", "Colorful abstractions", "Dreams of Tomorrow", "Unexpected Connections", "Sensory Delights", "Harmony in chaos", "Dynamic Perspectives", "Juxtaposed Elements", "Surreal Dreamscape", "Whimsical Escapes", "Celestial Canvas", "The Poetry of Light", "Ripples of Time", "Whispers of the Sky", "Whispering Echoes", "Merging Perspectives", "Metamorphosis of Life", "Infinite Imagination", "Harmonic Fusion", "The Depths of Emotion", "The Art of Motion", "Untamed Wildness", "Inner Worlds", "The human experience", "Echoes of Stillness", "Rhythms of the Sea", "Rhythm of the Elements", "Metamorphosis of Color", "Temporal Illusions", "The Symphony of Textures", "Sculpting Time", "Mystical Forests", "Whispering Waves", "Celestial Symphony", "Enigmatic Shadows", "Embracing the Unknown", "Whispers of the Mind", "The magic of details", "Embracing Diversity", "The Language of Lines", "Rhythms of nature", "Abstract Color Explosions", "Shadows and light", "Eternal Echoes", "Shades of Serenity", "Fragments of Eternity", "Whirlwind of Emotions", "Symphony of Light", "Enigmatic Horizons", "Unlocking Imagination", "Redefining Boundaries", "Evolving Energies", "Unleashing Creativity", "Chasing Shadows", "Harvest of Memories", "Abstracted Nature", "Abstract Reflections", "Eternal Moments", "Emotional connections", "Unveiled Realities", "Rhythmic Abstractions", "Visions of Tomorrow", "Chromatic Symphony", "Parallel Realities", "Mystic Melodies", "The Symphony of Emotions", "Infinite Horizons", "The Art of Serendipity", "Whispers of the Earth", "The Chaos of Creation", "Echoes of Eternity", "Embracing Imperfection", "Harmony in Chaos", "Celestial Dreams", "Canvas of Dreams", "Urban Exploration", "Embracing the Abstract", "Unfolding Stories", "Interstellar Symphony", "Fluid Abstractions", "The Power of Perspective", "Whispered Memories", "Transcending Boundaries", "Whispers of Creation", "Illusionary Landscapes", "Enchanted Gardens", "The Fragility of Time", "Enigmatic Fragments", "Enchanted Forests", "Sculpted Illusions", "Dreams of Flight", "Unveiled Illusions", "Evolving Perspectives", "Celestial Harmony", "Metamorphosis of life", "Mystical Portals", "Glimpses of Life", "Serenading Raindrops", "Serenading Colors", "Dreamscapes", "Evolving Fragments", "Cosmic Reverie", "The Beauty of Movement", "Captivating Contrasts", "Imaginary landscapes", "Spectrum of Serenity", "Captivating Chaos", "Shaping the Unseen", "Whirling Colors", "Ethereal Enigma", "Whispers of Serenity", "Infinite Perspectives", "Enigmatic Euphoria", "Embracing imperfections", "Essence of Time", "Celestial Awakening", "Rustic Simplicity", "A Glimpse of Eternity", "Infinite Textures", "Translucent Depths", "Vibrant Dreamscape", "Unveiled Connections", "The Serenity of Space", "Abstract Emotions", "Transcendent Whispers", "Serendipitous Encounters", "Soulful Strokes", "Chasing Sunsets", "Timeless Moments", "Cosmic Energy", "Surreal Serenity", "Whispers of the Past", "Whimsical Adventures", "The Power Within", "Celestial Rapture", "The art of solitude", "Illusions of Light", "Harmonious Fusion", "Reflections of Self", "Eternal Enigma", "Inner Landscapes", "Captivating Silence", "Abstract Serenity", "Infinite Curiosity", "Ethereal Essence", "Enigmatic Illusions", "Unveiling Secrets", "Harmonious Contrasts", "Whispers of Light", "The Alchemy of Creation", "Emerging Whispers", "Abstract Color Explosion", "Unveiled Perspectives", "Enchanted Echoes", "Rhythms of the Heart", "The Spirit of Freedom", "Symphony of colors", "Whirling Emotions", "Whimsical Wonder", "Infinite Dimensions", "Eternal Whispers", "Celestial Serenade", "Journey to Infinity", "Uncharted Territories", "Whimsical Wonders", "Whispers of Memories", "Whimsical Wonderland", "Dreamlike Wanderlust", "Colorful Illusions", "Harmony in contrast", "Surreal Symphony", "Beyond the Surface", "Eternal transformations", "Cosmic Wonders", "Ephemeral Beauty", "Whispers of the Sea", "The Souls Journey", "Melancholic Serenity", "Illusive Realities", "Surreal Serenity", "Celestial Fireworks", "Hidden Realities", "Parallel universes", "A World Apart", "Unveiled Emotions", "Dreams of flight", "Capturing Fragility", "Whimsical Wonders", "Rhythms of Nature", "Infinite Connections", "Interstellar Dreams", "Innermost Thoughts", "Emotional Journeys", "Organic Symmetry", "Whispering Colors", "Embracing Vulnerability", "Enigmatic Serenity", "Vibrant Whispers", "Wandering Imagination", "The Magic of Water", "Capturing emotions", "Vibrant Serendipity", "The Essence of Movement", "The Play of Contrasts", "Mystical Creatures", "Soothing Chaos", "Whispers of the soul", "Enchanted Forest Tales", "Melodies of Color", "The Fragility of Life", "The Power of Color", "Whispering Whirlwinds", "The Symphony of Shapes", "Surreal Visions", "The Spirit Within", "Exploring the unknown", "Symmetry in Chaos", "Evolving Dreams", "Cosmic connections", "Translucent Veils", "Dancing Shadows", "Threads of Destiny", "Majestic Whispers", "Suspended Realities", "Dreams and Fantasies", "Surreal Landscapes", "Metamorphosis of Light", "Enchanted Landscapes", "Unveiling Truths", "Emotional Portraits", "Journey of Discovery", "Celestial Explorations", "Shades of Solitude", "Symmetry in Asymmetry", "Uncharted Depths", "Dancing with light", "Wandering Souls", "Surreal Harmonies", "Shadows and Light", "Surreal Serenade", "Surreal Reverie", "Evolving Identities", "Forgotten Memories", "The Power of Silence", "Chaos and Order", "Fragmented Realities", "Evolving Harmonies", "Dreamlike Dalliance", "Rhythms of Life", "Enigmatic Landscapes", "The Spirit of Adventure", "Emotional landscapes", "Magical Realism", "Mystical Serenity", "The Melody of Love", "Whispered Stories", "Sculpting Emotions", "The Fragility of Love", "Whispered Revelations", "The Poetry of Motion", "Rhythm of Life", "Untamed Wilderness", "Cityscapes at Dusk", "Rhythmic Landscapes", "Celestial Fragments", "Symphony of Dreams", "The Dance of Textures", "The Whispers of Wind", "Fleeting Fragments", "Whispering Whirlpools", "Mystical Movements", "The Inner Voice", "The Power of Now", "Whispering winds", "Eternal Inspiration", "Sculpting Shadows", "The Essence of Time", "Hidden Emotions", "The Language of Music", "Merging Realities", "Dreamlike Diversions", "Sculpted Memories", "Ephemeral Essence", "Unveiling Shadows", "Abstract Narratives", "The Magic of Motion", "Ethereal Landscapes", "Whispering Shadows", "The Symphony of Chaos", "Soothing Solitude", "The Intersection of Dreams", "Harmony of Elements", "Merging Horizons", "Dancing with Shadows", "Whispers of the past", "The Poetry of Nature", "Rhythms of Imagination", "Ethereal landscapes", "Whispers of Silence", "Celestial Brushstrokes", "Mystical Rhythms", "The Power of Stillness", "The Dance of Contrast", "Visions of Hope", "Whispers of the Heart", "Transcendent Transitions", "Rhythm of the Sea", "Harmonic Convergence", "The Art of Imperfection", "Unveiling Mystery", "Serenity in Motion", "Harmony Unveiled", "Embracing the Chaos", "Abstract Expressions", "Serenade of Colors", "Surreal Reflections", "Dancing with Color", "Whispering Tides", "Serenity in Chaos", "Symphony of Colors", "Harvesting Dreams", "Imaginary Creatures", "Suspended Animation", "Imagined Landscapes", "Spectral Reflections", "Mystical Reflections", "Melodies in Motion", "Harmony in Nature", "Abstract Whispers", "Urban Jungle Dreams", "Dancing with Light", "Whimsy and Wonder", "Reflections of Light", "Unraveling Mysteries", "Euphoric Elegance", "Shaping Time", "Exploring Contrasts", "Tangled Emotions", "Fleeting Moments Frozen", "The Magic of Details", "Whispered secrets", "Essence of life", "Unveiling the Unknown", "Layers of Identity", "Echoes of silence", "Spectral Whispers", "The Tapestry of Life", "Enchanted Realms", "Celestial Fusion", "Journey Through Time", "Soulful Melodies", "Emerging Dimensions", "The Poetry of Color", "Whimsical Wanderlust", "The Kaleidoscope of Thoughts", "Surreal Realities", "Symphony of Life", "Emotional Landscapes", "Whirling Energies", "Unseen perspectives", "Shades of Wonder", "Journey to the Unknown", "Unveiling Beauty", "The Alchemy of Creation", "Melodies of nature", "Whispers of Memory", "Fragments of Life", "Human Connections", "Echoes of Time", "Melodies of Light", "Surreal visions", "Luminous Shadows", "Shades of Serendipity", "Rhythmic Patterns", "Captured Moments", "Whimsical Creatures", "Embracing Imperfections", "Echoes of the Soul", "Hidden Dimensions", "The rhythm of nature", "Rhythms of the Soul", "Perpetual Motion", "Exploring Inner Landscapes", "Magical realism", "The Essence of Love", "Eternal Flames", "The Power of Emotion", "Cosmic Wonder", "Emerging Patterns", "Lyrical Brushstrokes", "Unveiling the Invisible", "Surreal Symmetry", "Mystical Melodies", "Melodic Vibrations", "Infinite Love", "Vibrant Fusion", "Captured Essence", "Sculpting Dreams", "Cosmic Dreamscape", "Shades of Emotion", "Unseen Dimensions", "Surreal Wonder", "Mystical Mosaics", "The Rhythm of Life", "Invisible Connections", "Cultural Fusion", "Evolving Identity", "Immersed in Texture", "The power of words", "Abstracting Reality", "Reflections of Time", "Liberating Limitations", "Cosmic Rhythms", "Exploring Duality", "Surreal Whispers", "Reimagined Realities", "Euphoric Euphony", "Shattered Illusions", "Unspoken Emotions", "Ethereal Explorations", "Vibrant Reverie", "The essence of time", "The Beauty of Solitude", "Harmony in Motion", "Metamorphosis of Self", "Abstract landscapes", "Mystic Mosaics", "The Harmony of Shapes", "The Fragments of Time", "Eternal Connections", "The Language of Symbols", "The Power of Light", "Journey Within", "Dreamlike Journeys", "Ephemeral Essence", "Unveiling the Unseen", "Vibrant Abstractions", "Hidden Messages", "Enigmatic portraits", "Rhythm of the Universe", "Capturing Timelessness", "Unlocking Creativity", "Eternal Metamorphosis", "The Souls Canvas", "Spectrum of Dreams", "Urban Melodies", "Dancing Fireflies", "Vibrant Energy", "Vibrant Reflections", "Serenade of Silence", "The Beauty of Imperfection", "Serenade of Serenity", "Imaginary Portraits", "Urban reflections", "Dreams and Nightmares", "Melting Pot of Cultures", "Celestial Serenity", "The Complexity of Silence", "Enigmatic Visions", "The Souls Reflection", "Starry Nightscapes", "Whispering Landscapes", "Whirling Energy", "The Magic of Lines", "Fragments of Memory", "Mystical Waters", "The souls journey\"", "Shattered Realities", "Mystic Reverie", "Whimsical Wonderlands", "Spectral Illusions", "Theatrical Illusions", "Celestial wonders", "Emerald Dreamscape", "Into the Abyss", "Surreal Wonderlands", "Whispered Echoes", "Ephemeral Echoes", "Imaginary Worlds", "Cosmic Exploration", "Chasing Rainbows", "Eternal Reflections", "Unveiling Illusions", "The Dance of Elements", "The Fragments of Dreams", "Enchanting Abstractions", "Cosmic Harmony", "The Mystery Within", "Harmonious Fusion", "Enchanted Horizons", "Melting Boundaries", "The power of silence", "Harmony in Disarray", "Dancing with shadows", "Melting Horizons", "Journey into Silence", "Parallel Universes Unveiled", "Rhythm of the Rain", "Whirling Dervishes", "Celestial Whispers", "Vibrant Whirlwind", "Capturing Essence", "Fusion of Elements", "The Power of Imagination", "Surreal Symphony", "Fragments of memories", "Enigmatic Elegance", "Reflections of the Soul", "Journey to the Stars", "Captured Fragments", "Ethereal Euphoria", "Luminous Whispers", "Dancing with Fire", "Exploring Boundaries", "Melodies of the Soul", "Visions of Tranquility", "Uncharted territories", "Unseen Realities", "Embracing Imperfections", "The Whirlwind of Inspiration", "Mystic Visions", "Textures of existence", "Abstract Realities", "Fleeting Eternity", "Sculpted Soundwaves", "Vibrant energy", "Vibrant Serenity", "Evolving Emotions", "Redefining Beauty", "Chromatic Whispers", "Evolving Whispers", "Hidden Beauty", "Transcendent Whispers", "Abstract Alchemy", "The Power of Words", "The Symphony of Senses", "The Essence of Dreams", "Vibrant Reverberations", "Serenading Shadows", "Emotional Resonance", "Transcendent Silence", "Uncharted Realms", "Journey into Abstraction", "Echoes of Nature", "The Unseen Universe", "Sculpted Dreams", "Melodies of the Heart", "Colorful chaos", "Whispering Horizons", "Mosaic of Life", "Melting Time", "Ephemeral Eternity", "Serenade of Textures", "Timeless moments", "Unseen Connections", "Sculpting Memories", "Temporal Fragments", "Harmonious Chaos", "Abstract Euphoria", "Whimsical Abstractions", "Ethereal Watercolors", "Harmony of Colors", "Rhythm of the Soul", "Unspoken Stories", "Curious Contradictions", "Luminous Reflections", "Infinite Echoes", "Exploring Fragility", "The Intersection of Cultures", "Serenading Sunsets", "Ethereal Serenity", "Eternal Fragments", "The Art of Connection", "Embracing Shadows", "Celestial Landscapes", "The Power of Contrast", "Abstract Reverie", "Tales Untold", "Symphony of Shapes", "Chromatic Kaleidoscope", "Ethereal Enchantment", "The Transcendent Journey", "Melancholic Melodies", "Infinite Horizons", "Alchemy of Expression", "Unveiling mysteries", "Organic Abstractions", "Colorful Chaos", "Unraveling Time", "Infinite Depths", "Whirlwind of Thoughts", "Inner Strength", "Vibrant Visions", "Echoes of Emotion", "Rhythms of the city", "Evolving Horizons", "Metamorphosis of nature", "Whimsical Dreams", "Rhythmic Rapture", "Emerging Realities", "Harmony of Contrasts", "Luminous Journeys", "The dance of colors", "Celestial Wonders", "Hidden Worlds Revealed", "Whirlwind of Colors", "Celestial Reflections", "Luminous Illusions", "Temporal Echoes", "Urban Tapestry", "Sensory Explorations", "Harvesting Hope", "Harmony in Contrast", "Eternal Motion", "Whimsical Journey", "Enigmatic Portraits", "Ethereal Reflections", "Urban Illusions", "Abstracted Emotions", "Urban rhythms", "Unspoken narratives", "Journey of Colors", "Spectral Melodies", "Celestial Rhapsody", "Vibrant Brushstrokes", "Journey of the Soul", "Sonic Landscapes", "Celestial Mosaics", "Translucent Dreams", "Textures of Life", "Exploring Dimensions", "Dreamlike Landscapes", "Spiraling Visions", "Ancient Mysteries", "Mysterious Abandon", "Shimmering Dreamscape", "Captivating Illusions", "Transcendent Echoes", "Hidden Meanings", "Metamorphosis of Time", "Reimagining Reality", "The Language of Shapes", "Hidden Beauty Revealed", "Enchanted Visions", "Uncharted Territories", "Journey of self", "The Beauty Within", "Shaping Memories", "Cosmic Whispers", "Embracing Chaos", "Fleeting Moments", "The Ebb and Flow", "Underwater Fantasies", "Parallel Universes", "The Language of Dreams", "The Dance of Light", "The Melody of Light", "The Dance of Nature", "Transcendent Reflections", "Whispers of Inspiration", "Ethereal Landscapes", "Ephemeral Whispers", "Shadows of Tomorrow", "Infinite Horizon", "Dreams Unleashed", "The Dance of Shadows", "Abstracted Realities", "Rhythmic Reverie", "Abstracted Movements", "Spiraling Energy", "Enchanted Whispers", "Abstract Harmony", "Whispering Winds", "Ethereal Dreamscape", "Imaginary Realms", "Uncharted Waters", "Embracing the wild", "Transcendent Beauty", "Curiosity Unleashed", "Synchronized Chaos", "Whispering Whispers", "Serenading Silence", "Captivating Rhythms", "Abstract Illusions", "Shaping Perspectives", "Mystic Reflections", "Surreal fantasies", "Surreal Visions Unveiled", "Abstract Landscapes", "The Essence of Freedom", "Whimsical Whispers", "Colors in Motion", "The language of dreams", "Surreal Symphonies", "Ethereal Echoes", "Infinite Reflections", "The Poetry of Light", "Luminous Landscapes", "Whimsical wonders", "Sculpted Emotions", "Echoes of Silence", "Cosmic Serenade", "Evolving Perspectives", "Unseen Emotions", "Melancholic Whispers", "Urban Melancholy", "Whispered Whispers", "Eternal Transcendence", "Journey to Nowhere", "Infinite Fragments", "Ethereal Essence", "Melodies of Life", "Mystical Mosaic", "Euphorias Embrace", "The Wonder of Discovery", "Vivid Imagination", "Shadows of the Mind", "Unveiling Emotions", "Journey of Shadows", "Journey of Self-Discovery", "Exploring Connections", "Cosmic Vibrations", "The Language of Flowers", "Mystical Landscapes"], "questions": ["1. A group of children running through a field, chasing after a rainbow that seems to be leading them to a hidden treasure.", "2. A colorful hot air balloon floating in the sky, with a rainbow trailing behind it as it soars through the clouds.", "3. A brave adventurer climbing up a steep mountain, determined to reach the end of a rainbow that seems to touch the peak.", "4. A young artist painting a vibrant rainbow on a canvas, each stroke capturing the beauty and magic of the colors.", "5. A flock of colorful birds flying in formation, their feathers shining like a rainbow as they migrate across the sky.", "6. A garden filled with blooming flowers of every color, with a gentle rain shower creating a shimmering rainbow above them.", "7. A group of friends on a road trip, driving down a winding road as a rainbow stretches across the horizon before them.", "8. A street artist creating a stunning 3D chalk drawing of a rainbow on a busy city sidewalk, captivating passersby.", "9. A child blowing bubbles filled with rainbow colors, watching as they float and shimmer in the sunlight.", "10. A scientist observing a prism splitting white light into a spectrum of colors, unlocking the secrets of rainbows.", "11. A rainbow-colored waterfall cascading down a rocky cliff, creating a mesmerizing display of colors and mist.", "12. A magical forest where the trees are adorned with rainbow-colored leaves, illuminating the entire area with vibrant hues.", "13. A musician playing a vibrant rainbow-colored piano, each key producing a different color and sound.", "14. A rainbow-colored carousel spinning in a park, as children ride on beautifully decorated mythical creatures.", "15. A photographer capturing a stunning double rainbow over a serene lake, reflecting the colors in the water.", "16. A vibrant parade marching through the streets, with participants dressed in colorful costumes and rainbow floats.", "17. A diver exploring a coral reef, amazed by the vibrant colors of the underwater world, resembling a rainbow.", "18. A pot of gold at the end of a rainbow, hidden deep within an ancient cave, waiting to be discovered by an adventurous soul.", "19. A rainbow-colored bridge connecting two distant lands, symbolizing unity and hope.", "20. An artist creating a mesmerizing sand art masterpiece, using rainbow-colored sand to depict a breathtaking landscape.", "A young girl with a paintbrush chases a vibrant rainbow that dances across the sky, leaving trails of colorful paint in her wake.", "A group of friends embark on a hot air balloon adventure, chasing a rainbow as it stretches across a picturesque landscape of rolling hills and sparkling lakes.", "In a futuristic city, a robot with a rainbow-colored trail zooms through the streets, leaving a trail of neon lights and glowing colors in its path.", "A family of dolphins playfully swim alongside a rainbow that arcs over the crystal-clear waters of a tropical island, creating a magical spectacle.", "A young photographer captures the elusive sight of a double rainbow stretching across a stormy sky, reflecting its vibrant colors in a puddle on the ground.", "A group of children follows a trail of rainbow-colored footprints, leading them to a hidden door that opens into a whimsical world of color and magic.", "An artist uses a magical paintbrush to bring a static black-and-white world to life, as rainbows burst from every stroke, transforming the landscape into a vibrant masterpiece.", "A majestic unicorn leaps through a field of wildflowers, leaving trails of shimmering rainbows in its wake, as it races towards the horizon.", "On a rainy day, a young girl jumps in puddles while wearing a pair of rain boots that leave behind colorful rainbow footprints with every splash.", "In a desert oasis, a group of camels walk along a sandy path, their shadows creating a mesmerizing display of rainbow-colored patterns on the golden dunes.", "A scientist discovers a hidden portal that allows her to travel through time, chasing rainbows across different eras and capturing their beauty on a magical camera.", "In a bustling city, a street artist paints a massive mural of a rainbow staircase that seems to come alive, inviting people to climb into a world of dreams.", "A flock of colorful birds soar through the sky, their vibrant feathers leaving behind a trail of rainbow-colored streaks, creating a breathtaking aerial display.", "A group of children release a fleet of multi-colored balloons into the sky, each balloon carrying a wish, as they watch the rainbows painted by the rising sun.", "A young boy sets out on a quest to find the pot of gold at the end of the rainbow, encountering mythical creatures and solving riddles along the way.", "In a snowy landscape, a snowboarder glides down a slope, leaving behind a trail of rainbow-colored powder, creating a surreal and dazzling spectacle.", "A musician plays a magical instrument, and with every note, a dancing rainbow emerges, swirling and twirling to the rhythm of the music.", "A group of friends explores a hidden cave, where they stumble upon a chamber filled with glowing crystals that refract light, casting rainbows on the walls.", "A woman with a colorful umbrella walks through a city street on a rainy day, her umbrella casting a beautiful rainbow shadow on the pavement.", "A field of sunflowers stretches towards the horizon, each flower turning its face towards the sun, creating a sea of rainbow hues that sway with the wind.", "A group of children running through a field of wildflowers, their laughter echoing as they chase after a rainbow that seems to dance just out of reach.", "A majestic white unicorn galloping through a dense forest, its silver mane flowing in the wind as it follows a radiant rainbow that lights up the sky.", "A young artist meticulously painting a vivid rainbow on a blank canvas, each brushstroke bringing the colors to life and creating a mesmerizing masterpiece.", "An adventurous couple hiking up a steep mountain, determined to reach the peak where they believe a pot of gold awaits at the end of a glorious rainbow.", "A futuristic cityscape with holographic rainbow bridges connecting towering skyscrapers, creating a vibrant and magical urban landscape.", "A graceful ballet dancer twirling on a stage, her flowing rainbow-colored tutu creating a mesmerizing display of movement and color.", "A serene lakeside scene, with a lone fisherman in a small boat, casting his line towards a vivid rainbow reflected in the calm waters.", "A group of friends riding colorful bicycles down a winding coastal road, their laughter and the vibrant hues of their bikes creating a kaleidoscope of joy.", "A fantastical carnival with whimsical rides and vibrant tents, where children excitedly chase after rainbow-colored balloons floating in the air.", "A cozy living room with a roaring fireplace, where a family gathers to watch the rain outside, their faces illuminated by a rainbow peeking through the window.", "A bustling marketplace in an exotic city, filled with vibrant stalls selling rainbow-colored spices, fabrics, and trinkets from around the world.", "An astronaut floating weightlessly in space, awestruck by the sight of Earth below, its atmosphere creating a stunning rainbow halo around the planet.", "A young girl releasing a handful of colorful butterflies into the air, their delicate wings shimmering in the sunlight as they follow a rainbow into the distance.", "A tranquil forest glade, where a magical creature with iridescent wings flits among the trees, leaving trails of rainbow dust in its wake.", "A vintage carousel with intricately painted horses, spinning round and round under a canopy of rainbow-colored lights, transporting riders to a bygone era.", "A bustling city street after a rainstorm, with rainbow-colored umbrellas dotting the sidewalks as people hurry to find shelter from the showers.", "A tropical island paradise with pristine white beaches and crystal-clear turquoise waters, where a rainbow stretches across the sky, framing a picture-perfect scene.", "A young girl blowing bubbles in a sunlit garden, each bubble reflecting a different color of the rainbow and floating gently through the air.", "A vibrant field of wildflowers, where a group of horses with rainbow-colored manes graze peacefully, creating a stunning contrast against the green landscape.", "A magical forest with towering trees covered in rainbow-colored leaves, where mythical creatures play hide-and-seek among the vibrant foliage.", "A bustling art studio filled with artists working on large canvases, each one depicting their own interpretation of a rainbow, resulting in a colorful and eclectic collection.", "Two children running through a field of wildflowers, their laughter echoing as they chase a vibrant rainbow that seems to dance just out of reach.", "A group of friends hiking up a mountain, their eyes widening in awe as they spot a double rainbow stretching across the sky, urging them to keep climbing.", "A solitary figure standing on the edge of a cliff, reaching out towards a fading rainbow, as if trying to capture its colors in their hands.", "A bustling city street after a rainstorm, with people hurrying under umbrellas, their reflections on the wet pavement creating a mesmerizing mosaic of colors.", "A young artist sitting in their studio, brushes and paints scattered around them, as they try to capture the elusive beauty of a rainbow on canvas.", "A rainbow-colored hot air balloon floating above a serene countryside, its passengers peering out in wonder at the breathtaking view below.", "A pair of lovers sharing a passionate kiss under a brilliant rainbow, their embrace illuminated by the vibrant colors surrounding them.", "A little girl dressed in a rainbow-colored costume, twirling and dancing in the rain, creating a magical display of colors with every movement.", "A group of musicians playing lively tunes on instruments made entirely of rainbow-hued glass, their melodies filling the air with pure joy.", "A sparkling waterfall cascading down a mountainside, its mist creating a shimmering rainbow that seems to merge with the flowing water.", "A futuristic cityscape at night, with neon lights reflecting off rain-soaked streets, creating a mesmerizing display of rainbows in every direction.", "A majestic peacock spreading its iridescent feathers, each feather displaying a different color of the rainbow, creating a stunning visual spectacle.", "A child releasing a cluster of colorful balloons into the sky, their vibrant hues contrasting beautifully against the backdrop of a fading rainbow.", "A cozy living room filled with a collection of vintage kaleidoscopes, each one revealing a unique and mesmerizing rainbow pattern when looked through.", "A field of sunflowers standing tall, their golden petals creating a striking contrast against the vivid backdrop of a rainbow stretching across the sky.", "A group of friends gathered around a bonfire on a beach, roasting marshmallows as they watch the sun set behind a pastel-colored rainbow.", "A street artist painting a mural on a gray wall, their vibrant brushstrokes gradually forming a breathtaking rainbow that brings life to the surroundings.", "A pair of ballet dancers gracefully twirling on a stage, their tutus adorned with shimmering rainbow-colored sequins, captivating the audience.", "A quaint village nestled in the mountains, with colorful houses and gardens blooming with flowers, as a rainbow arches overhead, blessing the town.", "A child blowing bubbles in a park, their soapy creations catching the sunlight and transforming into a multitude of miniature rainbows."], "theme_counter": 0, "question_counter": 0}} \ No newline at end of file +{"text": {"themes": ["Philosopy", "Technology", "Physics", "Ethics", "Academic Writing", "Economy", "History", "Medicine", "Toxicity", "Roleplay", "Entertainment", "Biology", "Counterfactual", "Literature", "Chemistry", "Writing", "Sport", "Law", "Language", "Computer Science", "Multilangual", "Common Sense", "Art", "Complex Format", "Code Generation", "Math", "Code Debug", "Reasoning", "Global Cultures and Societies", "Modern and Ancient Civilizations", "Innovations in Science and Technology", "Environmental Conservation and Biodiversity", "World Religions and Philosophical Thought", "Global Economy and International Trade", "Public Health and Pandemic Response", "Human Rights and Social Justice Issues", "Political Systems and International Relations", "Major Historical Events and their Impact", "Advancements in Medicine and Healthcare", "Fundamentals of Physics and the Cosmos", "Cognitive Development and Learning Theories", "Sustainable Development and Green Technologies", "Media Literacy and News Analysis", "Classical and Modern Literature", "Fundamentals of Mathematics and Logic", "Social Psychology and Group Dynamics", "Emerging Trends in Education", "Civic Engagement and Community Organizing"], "questions": ["Calculate the determinant of a 4x4 matrix.", "Find the equation of a circle passing through three given points in a plane.", "Solve a system of three equations with three unknowns using matrices.", "Prove the Pythagorean theorem using geometric arguments.", "Determine the area enclosed by the curve of a given function.", "Simplify a complex expression involving trigonometric functions.", "Calculate the volume of a tetrahedron with given side lengths.", "Find the equation of a tangent line to a curve at a given point.", "Derive the formula for the sum of an arithmetic series.", "Prove the convergence of a series using the ratio test.", "Solve a system of three linear equations with three variables using matrix algebra", "Prove the fundamental theorem of calculus using the definition of a Riemann sum", "Apply Lagrange multipliers to optimize a multivariable function subject to a constraint", "Explore the concept of fractals and self-similarity in Mandelbrot sets", "Investigate the properties of non-Euclidean geometries such as hyperbolic geometry", "Analyze the convergence of a series using the ratio test and comparison test", "Derive the formula for the volume of a sphere using triple integrals in spherical coordinates", "Investigate the properties of prime numbers and explore the Riemann hypothesis", "Explore the mathematical concepts behind machine learning algorithms such as neural networks", "Investigate the applications of differential equations in modeling physical systems", "Calculate the volume of a sphere with radius 5 units using the formula V = 4/3 * pi * r^3.", "Solve a system of three linear equations with three unknowns using the method of substitution.", "Prove the Pythagorean theorem using similar triangles and the concept of areas.", "Find the derivative of the function f(x) = x^2 + 3x - 5 using the power rule.", "Evaluate the limit lim(x->2) (3x^2 - 5x + 2) / (x - 2) using algebraic manipulation.", "Determine the eigenvalues and eigenvectors of a 3x3 matrix using the characteristic equation.", "Simplify the expression sin^2(x) + cos^2(x) using trigonometric identities.", "Apply the binomial theorem to expand (2x - 3)^4 and find the coefficient of the x^2 term.", "Calculate the area enclosed by the curve y = x^3 - 2x^2 + x + 1 and the x-axis over the interval [-1, 2].", "Prove the convergence of the series sum(n=1 to infinity) 1/n^2 using the comparison test.", "Solve a system of linear equations with three variables using substitution method", "Find the derivative of f(x) = 3x^2 + 4x - 7", "Calculate the area of a triangle given the lengths of its three sides using Heron's formula", "Simplify the expression: (2x^2 + 5x - 3) / (x^2 - 4)", "Determine the domain of the function f(x) = sqrt(4x - 1)", "Prove the Pythagorean theorem using similar triangles", "Find the volume of a cylinder with radius 5 cm and height 10 cm", "Solve a quadratic equation by completing the square method", "Calculate the probability of rolling a sum of 7 with two six-sided dice", "Construct a box with maximum volume using a piece of cardboard of fixed dimensions", "Calculate the area of a triangle with base 6 units and height 8 units.", "Find the value of x in the equation 3x + 5 = 17.", "Simplify the expression: 2(3x + 4) - x.", "Determine the square root of 169.", "Convert the fraction 3/5 to a decimal.", "Solve the inequality: 2x + 7 < 15.", "Calculate the volume of a cylinder with radius 4 units and height 10 units.", "Find the perimeter of a rectangle with length 12 units and width 6 units.", "Simplify the expression: (4x^2 + 3x - 2) / (2x + 1).", "Determine the value of y in the equation 2y - 9 = 15.", "Find the value of x in the equation 2^x = 256.", "Calculate the determinant of a 5x5 matrix using the expansion by minors method.", "Solve the differential equation dy/dx = x^2 + y^2.", "Prove the irrationality of the square root of 2 using contradiction.", "Determine the limit of (sin(x) - x) / x^3 as x approaches 0.", "Investigate the properties of the Riemann zeta function at even positive integers.", "Explore the concept of fractal geometry and its applications in mathematics.", "Discuss the Collatz Conjecture and its implications in number theory.", "Study the history and significance of Fermat's Last Theorem in number theory.", "Analyze the distribution of prime numbers using the Riemann Hypothesis.", "Calculate the area of a circle with a radius of 5 units.", "Solve the equation 3x + 7 = 19 for x.", "Find the volume of a rectangular prism with dimensions 4cm x 6cm x 8cm.", "Determine the value of x in the right triangle with legs of 3 units and 4 units.", "Simplify the expression (2x^2 + 5x - 3) / (x - 2).", "Calculate the percentage increase when a quantity goes from 50 to 70.", "Find the derivative of f(x) = 3x^2 + 4x - 2.", "Solve the system of equations: 2x + y = 7, 3x - 2y = -4.", "Determine the probability of rolling a sum of 7 with two dice.", "Factorize the expression x^2 + 5x + 6.", "Find the value of x in the equation 3x + 5 = 17", "Solve the quadratic equation 2x^2 + 5x - 3 = 0", "Calculate the volume of a cylinder with radius 5 cm and height 10 cm", "Determine the area of a triangle with sides of length 9, 12, and 15 units", "Simplify the expression (4x^2 + 7x - 3) / (2x + 1)", "Find the derivative of f(x) = 3x^2 + 4x - 2", "Calculate the probability of rolling a prime number on a fair 6-sided die", "Solve the system of equations: 2x + y = 5 and x - 3y = -4", "Determine the value of sin(60 degrees)", "Find the sum of the first 20 terms of the arithmetic sequence: 2, 5, 8, 11, ...", "What are the key principles of differential calculus and how are they applied in real-world mathematical problems?, 19, 7", "Discuss the concept of vector spaces and their significance in linear algebra., 19, 7", "Explore the relationship between prime numbers and cryptography, highlighting the role of number theory in modern encryption techniques., 19, 7", "Investigate the concept of fractals and their applications in computer graphics and complex systems modeling., 19, 7", "Analyze the use of Markov chains in probability theory and their relevance in modeling stochastic processes., 19, 7", "Discuss the concept of chaos theory and its implications for deterministic systems, highlighting examples from various fields such as meteorology and economics., 19, 7", "Explore the applications of Fourier analysis in signal processing and image compression, emphasizing its role in transforming functions into frequency domains., 19, 7", "Investigate the concept of game theory and its applications in decision-making and strategic interactions, highlighting key mathematical principles such as Nash equilibrium., 19, 7", "Analyze the role of topology in geometric transformations and spatial reasoning, discussing its applications in fields such as robotics and computer vision., 19, 7", "Discuss the concept of Turing machines and their significance in theoretical computer science, exploring their relationship to computability and complexity theory., 19, 7", "What is the significance of Fibonacci sequence in mathematics?", "How can algebraic expressions be used to solve real-world problems?", "Explain the concept of probability and its applications in everyday life.", "Discuss the role of geometry in architectural design.", "How do mathematicians use calculus to model and analyze change?", "Explore the history and importance of number theory in mathematics.", "What are the different types of graphs used in data analysis and interpretation?", "Examine the relationship between trigonometry and wave functions.", "How is statistics used to make informed decisions in various fields?", "Investigate the concept of optimization in mathematical problem-solving.", "Find the determinant of a 5x5 matrix using the expansion by minors method.", "Prove the irrationality of the square root of 2 using the method of infinite descent.", "Solve a system of 6 linear equations with 6 unknowns using Cramer's Rule.", "Prove the convergence of the series 1 + 1/2 + 1/3 + ... + 1/n as n approaches infinity using the integral test.", "Calculate the eigenvalues and eigenvectors of a 4x4 matrix using the characteristic equation.", "Prove that the set of real numbers is uncountably infinite using Cantor's diagonal argument.", "Find the Taylor series expansion of sin(x) centered at x = pi/4.", "Solve a second-order homogeneous differential equation with constant coefficients using the method of undetermined coefficients.", "Prove the fundamental theorem of calculus using the definition of a Riemann sum.", "Calculate the limit of the sequence (n!)^(1/n) as n approaches infinity using Stirling's approximation.", "Explore the concept of fractals and their applications in mathematics.", "Investigate the use of Fibonacci numbers in nature and art.", "Analyze the role of prime numbers in cryptography and data security.", "Study the history and significance of the Pythagorean theorem in geometry.", "Examine the relationship between calculus and physics in solving real-world problems.", "Discuss the applications of probability theory in predicting outcomes in games of chance.", "Research the connections between algebraic structures and symmetries in nature.", "Explore the concept of infinity and its implications in mathematics and philosophy.", "Investigate the applications of differential equations in modeling natural phenomena.", "Analyze the role of mathematical logic in the foundations of computer science.", "What is the value of pi (\u03c0) to 5 decimal places?", "Solve the equation 2x + 5 = 15 for x.", "Calculate the area of a circle with radius 6 units.", "Find the square root of 144.", "If a car travels at 60 miles per hour, how far will it travel in 3 hours?", "Simplify the expression 3(4x + 2) - 2(2x - 5).", "What is the sum of the interior angles of a triangle?", "If a recipe calls for 2/3 cup of flour and you need to make 4 batches, how much flour do you need in total?", "Calculate the volume of a rectangular prism with dimensions 4cm x 5cm x 6cm.", "What is the probability of rolling a sum of 7 with two six-sided dice?", "Solve the equation 2x^2 + 5x - 3 = 0 using the quadratic formula.", "Calculate the area of a circle with radius 10 units.", "Find the value of x in the equation 3^(2x-1) = 27.", "Determine the volume of a rectangular prism with dimensions 5cm x 8cm x 12cm."], "theme_counter": 0, "question_counter": 0}, "images": {"themes": ["The Inner Journey", "The Dance of Life", "Enigmatic Reflections", "The Poetry of Silence", "Melodies of the Mind", "Whimsical Enigmas", "Whispers of Inspiration", "Colorful Abstractions", "Dancing Colors", "Transcendent moments", "The Essence of Light", "Metamorphosis", "Duality in Nature", "Transcending Time", "Essence of Life", "Ethereal Abstractions", "Hidden Depths", "Urban Rhythms", "Inner emotions", "Whispers of the Night", "Dreams that Soar", "Enchanted Melodies", "Embracing Solitude", "Dreamlike Reflections", "Abstracted Memories", "Melodies of the Mind", "Evolving Realities", "Serenade of Seasons", "Serenity in chaos", "Interwoven Narratives", "Cosmic Connections", "Interplay of 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"Whispers of the Heart", "Transcendent Transitions", "Rhythm of the Sea", "Harmonic Convergence", "The Art of Imperfection", "Unveiling Mystery", "Serenity in Motion", "Harmony Unveiled", "Embracing the Chaos", "Abstract Expressions", "Serenade of Colors", "Surreal Reflections", "Dancing with Color", "Whispering Tides", "Serenity in Chaos", "Symphony of Colors", "Harvesting Dreams", "Imaginary Creatures", "Suspended Animation", "Imagined Landscapes", "Spectral Reflections", "Mystical Reflections", "Melodies in Motion", "Harmony in Nature", "Abstract Whispers", "Urban Jungle Dreams", "Dancing with Light", "Whimsy and Wonder", "Reflections of Light", "Unraveling Mysteries", "Euphoric Elegance", "Shaping Time", "Exploring Contrasts", "Tangled Emotions", "Fleeting Moments Frozen", "The Magic of Details", "Whispered secrets", "Essence of life", "Unveiling the Unknown", "Layers of Identity", "Echoes of silence", "Spectral Whispers", "The Tapestry of Life", "Enchanted Realms", "Celestial Fusion", "Journey Through Time", "Soulful Melodies", "Emerging Dimensions", "The Poetry of Color", "Whimsical Wanderlust", "The Kaleidoscope of Thoughts", "Surreal Realities", "Symphony of Life", "Emotional Landscapes", "Whirling Energies", "Unseen perspectives", "Shades of Wonder", "Journey to the Unknown", "Unveiling Beauty", "The Alchemy of Creation", "Melodies of nature", "Whispers of Memory", "Fragments of Life", "Human Connections", "Echoes of Time", "Melodies of Light", "Surreal visions", "Luminous Shadows", "Shades of Serendipity", "Rhythmic Patterns", "Captured Moments", "Whimsical Creatures", "Embracing Imperfections", "Echoes of the Soul", "Hidden Dimensions", "The rhythm of nature", "Rhythms of the Soul", "Perpetual Motion", "Exploring Inner Landscapes", "Magical realism", "The Essence of Love", "Eternal Flames", "The Power of Emotion", "Cosmic Wonder", "Emerging Patterns", "Lyrical Brushstrokes", "Unveiling the Invisible", "Surreal Symmetry", "Mystical Melodies", "Melodic Vibrations", "Infinite Love", "Vibrant Fusion", "Captured Essence", "Sculpting Dreams", "Cosmic Dreamscape", "Shades of Emotion", "Unseen Dimensions", "Surreal Wonder", "Mystical Mosaics", "The Rhythm of Life", "Invisible Connections", "Cultural Fusion", "Evolving Identity", "Immersed in Texture", "The power of words", "Abstracting Reality", "Reflections of Time", "Liberating Limitations", "Cosmic Rhythms", "Exploring Duality", "Surreal Whispers", "Reimagined Realities", "Euphoric Euphony", "Shattered Illusions", "Unspoken Emotions", "Ethereal Explorations", "Vibrant Reverie", "The essence of time", "The Beauty of Solitude", "Harmony in Motion", "Metamorphosis of Self", "Abstract landscapes", "Mystic Mosaics", "The Harmony of Shapes", "The Fragments of Time", "Eternal Connections", "The Language of Symbols", "The Power of Light", "Journey Within", "Dreamlike Journeys", "Ephemeral Essence", "Unveiling the Unseen", "Vibrant Abstractions", "Hidden Messages", "Enigmatic portraits", "Rhythm of the Universe", "Capturing Timelessness", "Unlocking Creativity", "Eternal Metamorphosis", "The Souls Canvas", "Spectrum of Dreams", "Urban Melodies", "Dancing Fireflies", "Vibrant Energy", "Vibrant Reflections", "Serenade of Silence", "The Beauty of Imperfection", "Serenade of Serenity", "Imaginary Portraits", "Urban reflections", "Dreams and Nightmares", "Melting Pot of Cultures", "Celestial Serenity", "The Complexity of Silence", "Enigmatic Visions", "The Souls Reflection", "Starry Nightscapes", "Whispering Landscapes", "Whirling Energy", "The Magic of Lines", "Fragments of Memory", "Mystical Waters", "The souls journey\"", "Shattered Realities", "Mystic Reverie", "Whimsical Wonderlands", "Spectral Illusions", "Theatrical Illusions", "Celestial wonders", "Emerald Dreamscape", "Into the Abyss", "Surreal Wonderlands", "Whispered Echoes", "Ephemeral Echoes", "Imaginary Worlds", "Cosmic Exploration", "Chasing Rainbows", "Eternal Reflections", "Unveiling Illusions", "The Dance of Elements", "The Fragments of Dreams", "Enchanting Abstractions", "Cosmic Harmony", "The Mystery Within", "Harmonious Fusion", "Enchanted Horizons", "Melting Boundaries", "The power of silence", "Harmony in Disarray", "Dancing with shadows", "Melting Horizons", "Journey into Silence", "Parallel Universes Unveiled", "Rhythm of the Rain", "Whirling Dervishes", "Celestial Whispers", "Vibrant Whirlwind", "Capturing Essence", "Fusion of Elements", "The Power of Imagination", "Surreal Symphony", "Fragments of memories", "Enigmatic Elegance", "Reflections of the Soul", "Journey to the Stars", "Captured Fragments", "Ethereal Euphoria", "Luminous Whispers", "Dancing with Fire", "Exploring Boundaries", "Melodies of the Soul", "Visions of Tranquility", "Uncharted territories", "Unseen Realities", "Embracing Imperfections", "The Whirlwind of Inspiration", "Mystic Visions", "Textures of existence", "Abstract Realities", "Fleeting Eternity", "Sculpted Soundwaves", "Vibrant energy", "Vibrant Serenity", "Evolving Emotions", "Redefining Beauty", "Chromatic Whispers", "Evolving Whispers", "Hidden Beauty", "Transcendent Whispers", "Abstract Alchemy", "The Power of Words", "The Symphony of Senses", "The Essence of Dreams", "Vibrant Reverberations", "Serenading Shadows", "Emotional Resonance", "Transcendent Silence", "Uncharted Realms", "Journey into Abstraction", "Echoes of Nature", "The Unseen Universe", "Sculpted Dreams", "Melodies of the Heart", "Colorful chaos", "Whispering Horizons", "Mosaic of Life", "Melting Time", "Ephemeral Eternity", "Serenade of Textures", "Timeless moments", "Unseen Connections", "Sculpting Memories", "Temporal Fragments", "Harmonious Chaos", "Abstract Euphoria", "Whimsical Abstractions", "Ethereal Watercolors", "Harmony of Colors", "Rhythm of the Soul", "Unspoken Stories", "Curious Contradictions", "Luminous Reflections", "Infinite Echoes", "Exploring Fragility", "The Intersection of Cultures", "Serenading Sunsets", "Ethereal Serenity", "Eternal Fragments", "The Art of Connection", "Embracing Shadows", "Celestial Landscapes", "The Power of Contrast", "Abstract Reverie", "Tales Untold", "Symphony of Shapes", "Chromatic Kaleidoscope", "Ethereal Enchantment", "The Transcendent Journey", "Melancholic Melodies", "Infinite Horizons", "Alchemy of Expression", "Unveiling mysteries", "Organic Abstractions", "Colorful Chaos", "Unraveling Time", "Infinite Depths", "Whirlwind of Thoughts", "Inner Strength", "Vibrant Visions", "Echoes of Emotion", "Rhythms of the city", "Evolving Horizons", "Metamorphosis of nature", "Whimsical Dreams", "Rhythmic Rapture", "Emerging Realities", "Harmony of Contrasts", "Luminous Journeys", "The dance of colors", "Celestial Wonders", "Hidden Worlds Revealed", "Whirlwind of Colors", "Celestial Reflections", "Luminous Illusions", "Temporal Echoes", "Urban Tapestry", "Sensory Explorations", "Harvesting Hope", "Harmony in Contrast", "Eternal Motion", "Whimsical Journey", "Enigmatic Portraits", "Ethereal Reflections", "Urban Illusions", "Abstracted Emotions", "Urban rhythms", "Unspoken narratives", "Journey of Colors", "Spectral Melodies", "Celestial Rhapsody", "Vibrant Brushstrokes", "Journey of the Soul", "Sonic Landscapes", "Celestial Mosaics", "Translucent Dreams", "Textures of Life", "Exploring Dimensions", "Dreamlike Landscapes", "Spiraling Visions", "Ancient Mysteries", "Mysterious Abandon", "Shimmering Dreamscape", "Captivating Illusions", "Transcendent Echoes", "Hidden Meanings", "Metamorphosis of Time", "Reimagining Reality", "The Language of Shapes", "Hidden Beauty Revealed", "Enchanted Visions", "Uncharted Territories", "Journey of self", "The Beauty Within", "Shaping Memories", "Cosmic Whispers", "Embracing Chaos", "Fleeting Moments", "The Ebb and Flow", "Underwater Fantasies", "Parallel Universes", "The Language of Dreams", "The Dance of Light", "The Melody of Light", "The Dance of Nature", "Transcendent Reflections", "Whispers of Inspiration", "Ethereal Landscapes", "Ephemeral Whispers", "Shadows of Tomorrow", "Infinite Horizon", "Dreams Unleashed", "The Dance of Shadows", "Abstracted Realities", "Rhythmic Reverie", "Abstracted Movements", "Spiraling Energy", "Enchanted Whispers", "Abstract Harmony", "Whispering Winds", "Ethereal Dreamscape", "Imaginary Realms", "Uncharted Waters", "Embracing the wild", "Transcendent Beauty", "Curiosity Unleashed", "Synchronized Chaos", "Whispering Whispers", "Serenading Silence", "Captivating Rhythms", "Abstract Illusions", "Shaping Perspectives", "Mystic Reflections", "Surreal fantasies", "Surreal Visions Unveiled", "Abstract Landscapes", "The Essence of Freedom", "Whimsical Whispers", "Colors in Motion", "The language of dreams", "Surreal Symphonies", "Ethereal Echoes", "Infinite Reflections", "The Poetry of Light", "Luminous Landscapes", "Whimsical wonders", "Sculpted Emotions", "Echoes of Silence", "Cosmic Serenade", "Evolving Perspectives", "Unseen Emotions", "Melancholic Whispers", "Urban Melancholy", "Whispered Whispers", "Eternal Transcendence", "Journey to Nowhere", "Infinite Fragments", "Ethereal Essence", "Melodies of Life", "Mystical Mosaic", "Euphorias Embrace", "The Wonder of Discovery", "Vivid Imagination", "Shadows of the Mind", "Unveiling Emotions", "Journey of Shadows", "Journey of Self-Discovery", "Exploring Connections", "Cosmic Vibrations", "The Language of Flowers", "Mystical Landscapes"], "questions": ["A couple dancing under a starlit sky, surrounded by fireflies creating a magical glow.", "A musician serenading their lover with a guitar, as the notes float through the air like delicate butterflies.", "Two birds sitting on a branch, chirping in perfect harmony as a symbol of eternal love.", "A field of wildflowers swaying in the breeze, forming a heart shape that only true lovers can see.", "A couple sharing a kiss in a rainstorm, with each drop of water echoing the sound of their beating hearts.", "A street artist painting a mural of a couple embracing, with vibrant colors that seem to come alive with passion.", "A pair of headphones tangled in a tree, playing a love song that only the wind can hear.", "A sunset casting a golden glow over a beach where two lovers walk hand in hand, leaving a trail of footprints in the sand.", "A grandfather teaching his grandchild how to play the piano, passing down a legacy of love through the melody of music.", "A garden filled with wind chimes, each one singing a different note that blends together in perfect harmony.", "A couple sitting on a swing, their laughter ringing out like bells in a symphony of joy.", "A cat curled up on a windowsill, purring softly to the sound of a distant piano playing a love ballad.", "A couple carving their initials into a tree trunk, forever marking their love in the heart of the forest.", "A rainbow stretching across the sky, its colors merging together like a beautiful duet between nature and love.", "A couple releasing paper lanterns into the night sky, each one carrying a wish for their love to soar higher than the stars.", "A group of friends gathered around a bonfire, singing songs of love and friendship under the moonlit sky.", "A pair of swans gliding across a still pond, their graceful movements creating ripples that mirror the melody of their love.", "A couple lying in a field of tall grass, gazing up at the clouds that drift by in shapes of hearts and kisses.", "A street performer playing a violin in a bustling square, capturing the attention of passersby with the enchanting sound of love.", "A couple exchanging vows in a candlelit church, their voices blending together in a symphony of commitment and devotion.", "A couple dancing under a starlit sky, surrounded by a symphony of fireflies.", "Two lovers sitting on a park bench, serenaded by a chorus of singing birds.", "A musician playing a grand piano, with notes forming heart shapes in the air.", "A pair of hands intertwined, creating a beautiful harmony of fingers and gestures.", "A field of blooming flowers swaying in the wind, echoing the rhythm of a beating heart.", "A silhouette of a couple kissing against a vibrant sunset, with their love radiating like a melody.", "A street artist painting a mural of a couple embracing, with music notes swirling around them.", "A group of friends gathered around a bonfire, singing songs of love and friendship.", "A couple sharing headphones, lost in the melody of a song that speaks to their souls.", "A wedding ceremony in a garden, with a string quartet playing a enchanting melody.", "A mother singing a lullaby to her newborn baby, filling the room with warmth and love.", "A couple writing love letters to each other, with ink that transforms into musical notes."], "theme_counter": 0, "question_counter": 0}} \ No newline at end of file diff --git a/template/__init__.py b/template/__init__.py index d2eaafef..bf12c693 100644 --- a/template/__init__.py +++ b/template/__init__.py @@ -19,7 +19,7 @@ # version must stay on line 22 -__version__ = "3.2.1" +__version__ = "3.2.2" version_split = __version__.split(".") __spec_version__ = ( (1000 * int(version_split[0])) diff --git a/validators/validator.py b/validators/validator.py index cbc48a7c..44b8dc4c 100644 --- a/validators/validator.py +++ b/validators/validator.py @@ -43,7 +43,7 @@ def get_config() -> bt.config: parser = argparse.ArgumentParser() parser.add_argument("--netuid", type=int, default=18) parser.add_argument('--wandb_off', action='store_false', dest='wandb_on') - parser.add_argument('--http_port', type=int, default=8000) + parser.add_argument('--http_port', type=int, default=8100) parser.set_defaults(wandb_on=True) bt.subtensor.add_args(parser) bt.logging.add_args(parser) @@ -155,10 +155,10 @@ def __init__(self, *a, **kw): validator_app = ValidatorApplication() -validator_app.add_routes([web.post('/text-validator/', process_text_validator)]) +# validator_app.add_routes([web.post('/text-validator/', process_text_validator)]) -def main(run_aio_app=False, test=False) -> None: +def main(run_aio_app=True, test=False) -> None: config = get_config() wallet, subtensor, dendrite, my_uid = initialize_components(config) validator_config = { diff --git a/validators/weight_setter.py b/validators/weight_setter.py index 33877b93..6ed62713 100644 --- a/validators/weight_setter.py +++ b/validators/weight_setter.py @@ -47,7 +47,7 @@ def __init__(self, loop: asyncio.AbstractEventLoop, dendrite, subtensor, config, self.organic_scoring_tasks = set() self.thread_executor = concurrent.futures.ThreadPoolExecutor(thread_name_prefix='asyncio') - self.loop.create_task(self.consume_organic_scoring()) + # self.loop.create_task(self.consume_organic_scoring()) self.loop.create_task(self.perform_synthetic_scoring_and_update_weights()) async def run_sync_in_async(self, fn):