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LLMs 101: A Comprehensive Introduction to Large Language Models

February 13, 2024

Resources

  • Slides: LLMs 101: A comprehensive introduction to Large Language Models
  • Code: Super Bowl Ad Brief Generator

Tools

  • LangChain | LLM Framework
  • Llama Index | LLM Search Engine
  • Ollama | Run LLMs Locally
  • Chroma | Open Source Vector DB
  • Axolotl | Fine-tuning and Quantization Tool
  • LM Evaluation Harness | Unified Framework for Benchmarking LLMs
  • Replicate | LLM as a Service

References

  • Tiktokenizer | GPT-3 Tokenizer Playground
  • The Illustrated Transformer by Jay Alammar
  • LLM Settings | Prompt Engineering Guide
  • Prompting Techniques | Prompt Engineering Guide
  • LLM Course
  • LLM Arena | Head-to-Head LLM Comparison
  • Open LLM Leaderboard
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