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Stars

Fine tuning

21 repositories

Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…

Jupyter Notebook 15,739 2,325 Updated Dec 23, 2024

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Python 38,091 6,115 Updated Dec 9, 2024

[ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.

Python 4,903 430 Updated Nov 18, 2024

[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

Python 5,785 377 Updated Mar 14, 2024

Fine-tune a large language model on your own iMessages

Python 112 5 Updated Apr 23, 2023

LLM fine-tuning and eval

TypeScript 342 13 Updated Mar 21, 2024

Repo for fine-tuning Casual LLMs

Python 452 84 Updated Mar 27, 2024

Guide for fine-tuning Llama/Mistral/CodeLlama models and more

Python 545 84 Updated Aug 28, 2024

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU su…

Python 6,840 1,276 Updated Dec 26, 2024

Synthetic Data for LLM Fine-Tuning

Python 104 6 Updated Dec 5, 2023

A repository that uses a ZenML pipeline to finetune embeddings and use it to create an index.

Python 4 Updated Dec 7, 2023

Drag & drop UI to build your customized LLM flow

TypeScript 32,937 17,053 Updated Dec 23, 2024

Instruction Tuning with GPT-4

HTML 4,249 300 Updated Jun 11, 2023

Blazing fast framework for fine-tuning similarity learning models

Python 645 45 Updated Oct 7, 2024

GGUF Quantization of any LLM.

Jupyter Notebook 32 13 Updated Mar 4, 2024

Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory

Python 19,675 1,383 Updated Dec 24, 2024

Official Repo for Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning

Jupyter Notebook 237 19 Updated Dec 15, 2024

Finetuning Large Language Models on One Consumer GPU in 2 Bits

Python 711 76 Updated May 25, 2024

Auto Data is a library designed for quick and effortless creation of datasets tailored for fine-tuning Large Language Models (LLMs).

Python 90 8 Updated Oct 31, 2024

An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly.

Python 430 76 Updated Dec 23, 2024

A multithreaded 🕸️ web crawler that recursively crawls a website and creates a 🔽 markdown file for each page, designed for LLM RAG

Python 332 35 Updated Aug 13, 2024