Finetuning Python Packages

flaml

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

liger-kernel

Efficient Triton Kernels for LLM Training

qianfan

Provide best practices for LMOps, as well as elegant and convenient access to the features of the Qianfan MaaS Platform. (提供大模型工具链最佳实践，以及优雅且便捷地访问千帆大模型平台）

liger-kernel-nightly

Efficient Triton Kernels for LLM Training

soup-cli

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

datasetrising

Toolchain for creating custom datasets and training Stable Diffusion (1.x, 2.x, XL) models and LoRAs

nemo-automodel

🚀 Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support

learn2learn

A PyTorch Library for Meta-learning Research

tapeagents

TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle

finetuning-scheduler

A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.

phi-3-vision-mlx

Phi-3-Vision on Apple silicon with MLX

finetuner

:dart: Task-oriented embedding tuning for BERT, CLIP, etc.

datasety

CLI tool for dataset preparation: resize, align, caption, shuffle, synthetic, and mask generation.

llama-recipes

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

fight-detection

Fight Detection From Surveillance Cameras by fine-tuning a PyTorch Pretrained Model

openpo

Build high quality synthetic datasets with AI feedback from 200+ LLMs

process-supervision-torch

"Improving Mathematical Reasoning with Process Supervision" by OPENAI

llama-cookbook

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

datasetpipeline

A data processing and analysis pipeline designed to handle various jobs related to data transformation, quality assessment, deduplication, and formatting.

modelsignature

Cryptographic identity verification for AI models — like SSL certificates for AI conversations

llama-text2sql-eval

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

feight-detection-from-surveillance-cameras

Detection Fight or Not

quickllm

QuickLLM: Fast and Easy Fine-tuning for Popular Language Models

llm-toolkit

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.