To-Do List: Difference between revisions
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'''[[RLHF]]''' - [[Reinforcement Learning from Human Feedback]] - https://huggingface.co/blog/rlhf | '''[[RLHF]]''' - [[Reinforcement Learning from Human Feedback]] - https://huggingface.co/blog/rlhf | ||
'''[[Text-to-3D]]''' | '''[[Text-to-3D]]''' | ||
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'''[[Text-to-video]]''' | '''[[Text-to-video]]''' | ||
'''[[The Pile]]''' | |||
'''[[Transformer]]''' - https://news.ycombinator.com/item?id=34566275 | |||
'''[[ViT]]''' - [[Vision Transformer]] - https://arxiv.org/abs/2010.11929 | '''[[ViT]]''' - [[Vision Transformer]] - https://arxiv.org/abs/2010.11929 | ||
Revision as of 15:01, 28 February 2023
- See also: Machine learning terms
Alignment / Alignment problem / Control problem - steer AGI towards the goals of humans. Prevent AGI from destroying the world - https://www.reddit.com/r/ControlProblem/wiki/faq
AlphaGo - https://www.deepmind.com/research/highlighted-research/alphago - Go playing AI from DeepMind
Anthropic AI - AI research company from former OpenAI employees. 300 million from Google
Artificial general intelligence
Attention Is All You Need (https://arxiv.org/abs/1706.03762) - influential paper that introduced Transformer
Bard - powered by LaMDA, ChatGPT competitor from Google
Claude - Chatbot from Anthropic
CLIP (Contrastive Language–Image Pre-training) - https://arxiv.org/abs/2103.00020, https://openai.com/blog/clip/ - encode images and text into representations that can be compared in the same space. basis for many Text-to-Image Models like Stable Diffusion
CodeGen - https://github.com/salesforce/CodeGen, https://arxiv.org/abs/2203.13474
Common Crawl - open repository of web crawl data
D-ID - https://www.d-id.com/- AI animation
Diff Models - https://carper.ai/diff-models-a-new-way-to-edit-code/
DeepMind - AI company owned by Google
DeepMind Sparrow - chatbot / text generator
EleutherAI - https://www.eleuther.ai/, https://github.com/EleutherAI, https://huggingface.co/EleutherAI
hallucinations - nonsensical answers to factual questions from large language models - https://en.wikipedia.org/wiki/Hallucination_(artificial_intelligence), https://www.newyorker.com/tech/annals-of-technology/chatgpt-is-a-blurry-jpeg-of-the-web
Jailbreaking - jailbreaking AI models: https://news.ycombinator.com/item?id=34676043
Jasper - Content (Text) generation
LAION - https://laion.ai/ - non-profit organization, provides datasets, tools and models to liberate machine learning research
Manipulation problem - people are manipulated by AI chatbots
Prime Voice AI by Eleven Labs (https://beta.elevenlabs.io/) - realistic voices
privacy - relating to AI and training of models
replicate - use open-source models with a Cloud API, https://replicate.com/
RLHF - Reinforcement Learning from Human Feedback - https://huggingface.co/blog/rlhf
Transformer - https://news.ycombinator.com/item?id=34566275
ViT - Vision Transformer - https://arxiv.org/abs/2010.11929
The Pile - https://pile.eleuther.ai/, https://arxiv.org/abs/2101.00027