ML

A notes about ML, still ongoing!

Goals

  • Collection of ML knowledge base I like.

Generative AI

Frameworks

Inferences

Embedding

RAG

Tools

TODO

TOREAD

  • Optimizing Text Embeddings with HuggingFace’s text-embeddings-inference Server and LlamaIndex: https://levelup.gitconnected.com/optimizing-text-embeddings-with-huggingfaces-text-embeddings-inference-server-and-llamaindex-ef7df35882a4
  • Demystifying Advanced RAG Pipelines: https://github.com/pchunduri6/rag-demystified
  • Read, try and summary: https://github.com/replit/replitLM#alpaca-style-instruct-tuning-with-hugging-face-transformers
  • Try fine-tune-mistral: https://github.com/abacaj/fine-tune-mistral
  • Try fine-tune-mistral: https://github.com/brevdev/notebooks/blob/main/mistral-finetune-own-data.ipynb
  • Try LocalGPT: https://github.com/PromtEngineer/localGPT
  • Read and summary: https://twitter.com/manelferreira_/status/1711788177458090388