Artificial Intelligence - nimrody/knowledgebase GitHub Wiki

Artificial Intelligence / AI

• AlphaGo

Embeddings

• Customize your own embedding database

• Hinton - semantic hashing

• Vector embedding

• What is vector database

LLMs (Large Language Models)

• https://jaykmody.com/blog/gpt-from-scratch/

• https://github.com/davidar/eigenGPT/tree/c

• https://github.com/a1k0n/a1gpt

• The Full Story of Large Language Models and RLHF and https://news.ycombinator.com/item?id=35803522

• OpenLLMaMA

• Langchain + Chroma

• Transformers https://www.youtube.com/watch?v=Nw_PJdmydZY

• The illustrated Transformer https://jalammar.github.io/illustrated-transformer/

• What are Transformers

Courses

• FastAI course https://course.fast.ai/ - Practical deep learning

• Reinforcement learning - https://www.deepmind.com/learning-resources/reinforcement-learning-lecture-series-2021

• FastAI Deeplearning to stable diffusion https://news.ycombinator.com/item?id=35449831 (https://course.fast.ai/Lessons/part2.html)

• MIT 6.S191: Recurrent Neural Networks, Transformers, and Attention

Learn

• TinyML - https://news.ycombinator.com/item?id=35439326

• The decade of deep learning

• Cheating is all you need and https://news.ycombinator.com/item?id=35273406

Signal processing

• Facebook denoiser https://github.com/facebookresearch/denoiser

Tools

• Marvin AI - for integrating AI into existing software https://www.askmarvin.ai/

• TabbyML - Self hosted alternative to github copilot

• Salesforce Codegen

• FauxPilot - copilot using salesforce codegen