friendliai/llm-hackathon-tutorial

friendliai/llm-hackathon-tutorial

Description: FriendliAI LLM Hackathon tutorial scripts

Language: Jupyter Notebook

Stars: 6

Forks: 0

Open issues: 1

Created: 2024-05-21T05:41:19Z

Pushed: 2024-12-02T00:52:50Z

Default branch: main

Fork: no

Archived: yes

README:

LLM Hackathon with Friendli 🚀

Welcome to Friendli Suite, the ultimate solution for serving generative AI models. We offer several guides to use full power of Friendli Suite and LLMs.

LLM Guides for Friendli Hackathon Users

Build Chat UI with Gradio

[01-build-chat-ui-with-gradio.ipynb](01-build-chat-ui-with-gradio.ipynb)

How to prepare dataset for Fine-tuning

[05-finetuning-dataset-preparation.ipynb](05-finetuning-dataset-preparation.ipynb)

Building a RAG Chatbot with Friendli, MongoDB Atlas, and LangChain

[06-a-rag-with-langchain.ipynb](06-a-rag-with-langchain.ipynb)

Building a RAG Chatbot with Friendli Suite Documents and Endpoints

[06-b-rag-with-friendli-suite.ipynb](06-b-rag-with-friendli-suite.ipynb)

Function Calling with Chat API

[07-function-calling.ipynb](07-function-calling.ipynb)