/ulm

Self-learning project(s), LLM-themed

Primary LanguagePython

ULM (aka Ultralearning LLM)

Projects

Preliminary list

  1. RAG API-Based
  2. RAG Embedding-based LlamaIndex
  3. Chain + Chain-of-thought LangChain
  4. Chain + Tree-of-thought
  5. Chain + Prompt Engineering Guide
  6. Chain + DSP
  7. Evals RAG Ragas
  8. Evals Soft metrics DeepEval
  9. Attention Visualization (?)
  10. Fine-tuning OpenAI
  11. Fine-tuning RHLF+HHH Open LLM
  12. Fine-tuning Ludwig
  13. Fine-tuning QLoRA
  14. Deployment HuggingFace
  15. Deployment Candle
  16. Deployment AWS Bedrock
  17. Deployment Embedded-based Caching
  18. FrugalGPT
  19. Guardrails Top-1 Framework

RAG API-Based

Bot that helps to make decisions appropriate to weather conditions.

Request to LLM is augmented with current weather information from OpenWeatherMap.org.