Large Language Models (LLMs)



  1. LLM are few shot learners - scaling LLMs with data is enough to make them few shot.


  1. StabilityLM

    1. Vicuna

    2. LLaMA



  1. LangChain - An amazing tutorial in Youtube by Patrick Loeber about

    • LLMs

    • Prompt Templates

    • Chains

    • Agents and Tools

    • Memory

    • Document Loaders

    • Indexes

  2. LangFlow, Medium, HuggingFace - is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.

  3. PandasAI - PandasAI, asking data Qs using LLMs on Panda's DFs with two code lines. πš™πšŠπš—πšπšŠπšœ_πšŠπš’ = π™ΏπšŠπš—πšπšŠπšœπ™°π™Έ(πš•πš•πš–) & πš™πšŠπš—πšπšŠπšœ_πšŠπš’.πš›πšžπš—(𝚍𝚏, πš™πš›πš˜πš–πš™πš='πš†πš‘πš’πšŒπš‘ πšŠπš›πšŽ πšπš‘πšŽ 𝟻 πš‘πšŠπš™πš™πš’πšŽπšœπš πšŒπš˜πšžπš—πšπš›πš’πšŽπšœ?')

  4. LLaMa Index - LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.


  1. Understanding ROUGE - a family of metrics that evaluate the performance of a LLM in text summarization, i.e., ROUGE-1, ROUGE-2, ROUGE-L, for unigrams, bi grams, LCS, respectively.

Use Cases

Last updated