Jump to content

To-Do List: Difference between revisions

1,720 bytes added ,  14 May 2023
no edit summary
No edit summary
No edit summary
 
(43 intermediate revisions by 3 users not shown)
Line 1: Line 1:
{{see also|Machine learning terms}}
{{see also|Machine learning terms}}
'''[[Acronyms]]'''
'''[[AI Anxiety]]''' - fear and apprehension about uncertainties that AI could cause such as job loss or destruction of human civilization
'''[[AI Summary Generators]]'''
'''[[AI Summary Generators]]'''
'''[[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]]
'''[[AlphaGo]]''' - https://www.deepmind.com/research/highlighted-research/alphago - Go playing AI from [[DeepMind]]
'''[[AlphaZero]]'''


'''[[Anthropic AI]]''' - AI research company from former [[OpenAI]] employees. 300 million from [[Google]]
'''[[Anthropic AI]]''' - AI research company from former [[OpenAI]] employees. 300 million from [[Google]]
Line 17: Line 26:


'''[[Claude]]''' - Chatbot from [[Anthropic]]
'''[[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]]
'''[[Chain of Thought Prompting]]''' - https://ai.googleblog.com/2022/05/language-models-perform-reasoning-via.html


'''[[CodeGen]]''' - https://github.com/salesforce/CodeGen, https://arxiv.org/abs/2203.13474
'''[[CodeGen]]''' - https://github.com/salesforce/CodeGen, https://arxiv.org/abs/2203.13474
'''[[Common Crawl]]''' - open repository of web crawl data


'''[[Companies]]'''
'''[[Companies]]'''
'''[[Context window]]''' - [[Claude]] from [[Anthropic]] claims to have the context window of 100k [[tokens]] (https://www.anthropic.com/index/100k-context-windows)


'''[[Controversies]]'''
'''[[Controversies]]'''
'''[[CUDA]]'''
'''[[Dev tools]]'''
'''[[D-ID]]''' - https://www.d-id.com/- AI animation


'''[[Diff Models]]''' - https://carper.ai/diff-models-a-new-way-to-edit-code/
'''[[Diff Models]]''' - https://carper.ai/diff-models-a-new-way-to-edit-code/
'''[[Diffusion model]]'''


'''[[DeepMind]]''' - AI company owned by Google
'''[[DeepMind]]''' - AI company owned by Google
Line 40: Line 61:
'''[[Few shot]]'''
'''[[Few shot]]'''


'''[[Hugging Face]]''' - Company that hosts models, Spaces, AutoTrain
'''[[Foundation models]]'''
 
'''[[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
 
'''[[inference]]'''
 
'''[[MusicML]]''' - text to music, [[Google]], https://blog.google/technology/ai/musiclm-google-ai-test-kitchen/


'''[[illustrating reinforcement learning from human feedback]] (RLHF)''' - https://huggingface.co/blog/rlhf
'''[[Jailbreaking]]''' - jailbreaking AI models: https://news.ycombinator.com/item?id=34676043


'''[[Jasper]]''' - Content (Text) generation
'''[[Jasper]]''' - Content (Text) generation


'''[[LaMDA]]''' - AI chatbot by Google
'''[[LAION]]''' - https://laion.ai/ - non-profit organization, provides datasets, tools and models to liberate machine learning research


'''[[Language model]]'''
'''[[Language model]]'''
Line 61: Line 88:


'''[[Prime Voice AI]]''' by [[Eleven Labs]] (https://beta.elevenlabs.io/) - realistic voices
'''[[Prime Voice AI]]''' by [[Eleven Labs]] (https://beta.elevenlabs.io/) - realistic voices
'''[[privacy]]''' - relating to AI and training of models
'''[[Prompt extraction]]'''
'''[[Prompt injection]]'''
'''[[PyTorch]]'''


'''[[replicate]]''' - use [[open-source models]] with a Cloud API, https://replicate.com/
'''[[replicate]]''' - use [[open-source models]] with a Cloud API, https://replicate.com/


'''[[Transformer]]''' - https://news.ycombinator.com/item?id=34566275
'''[[RLHF]]''' - [[Reinforcement Learning from Human Feedback]] - https://huggingface.co/blog/rlhf


'''[[Text-to-3D]]'''
'''[[Text-to-3D]]'''
Line 74: Line 109:
'''[[Text-to-video]]'''
'''[[Text-to-video]]'''


'''[[ViT]]''' - [[Vision Transformer]] - https://arxiv.org/abs/2010.11929
'''[[The Pile]]''' - https://pile.eleuther.ai/, https://arxiv.org/abs/2101.00027


'''[[The Pile]]''' - https://pile.eleuther.ai/, https://arxiv.org/abs/2101.00027
'''[[Transformer]]''' - https://news.ycombinator.com/item?id=34566275


'''[[Unstable Diffusion]]'''
'''[[ViT]]''' - [[Vision Transformer]] - https://arxiv.org/abs/2010.11929