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The Top 23 Fine Tuning Open Source Projects

Open source projects categorized as Fine Tuning
Categories > Fine Tuning
Llama_index ⭐ 30,412
LlamaIndex is a data framework for your LLM applications
dependent packages 79total releases 267most recent commit 9 days agopypi llama-index} Downloads
Ludwig ⭐ 10,740
Low-code framework for building custom LLMs, neural networks, and other AI models
dependent packages 3total releases 47most recent commit 15 days agopypi ludwig} Downloads
Llama Factory ⭐ 10,715
Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
total releases 19most recent commit 3 months ago
Openllm ⭐ 7,871
Operating LLMs in production
dependent packages 2total releases 132most recent commit 3 months agopypi openllm} Downloads
Lora ⭐ 5,959
Using Low-rank adaptation to quickly fine-tune diffusion models.
most recent commit 5 months ago
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266most recent commit 3 months agopypi flyteidl} Downloads
Superagent ⭐ 3,675
🥷 The open source alternative to OpenAI Assistants API
most recent commit 3 months ago
Flaml ⭐ 3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 11total releases 92most recent commit 3 months agopypi FLAML} Downloads
H2o Llmstudio ⭐ 3,268
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/
most recent commit 3 months ago
Chatglm Efficient Tuning ⭐ 3,130
Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调
total releases 6most recent commit 6 months ago
Face.evolve ⭐ 3,074
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
most recent commit a year ago
Unsloth ⭐ 2,914
5X faster 60% less memory QLoRA finetuning
most recent commit 3 months ago
Uer Py ⭐ 2,802
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
most recent commit 5 months ago
Xturing ⭐ 2,392
Easily build, customize and control your own LLMs
most recent commit 4 months ago
Yival ⭐ 2,307
Your Automatic Prompt Engineering Assistant for GenAI Applications
most recent commit 3 months ago
Learn2learn ⭐ 2,283
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 19most recent commit 9 months agopypi learn2learn} Downloads
Custom Diffusion ⭐ 1,669
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
most recent commit 4 months ago
Hands On Llms ⭐ 1,393
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
most recent commit 3 months ago
Refact ⭐ 1,237
WebUI for Fine-Tuning and Self-hosting of Open-Source Large Language Models for Coding
most recent commit 3 months ago
Llm Applications ⭐ 1,228
A comprehensive guide to building RAG-based LLM applications for production.
most recent commit 3 months ago
Finetuner ⭐ 1,133
🎯 Task-oriented finetuning for better embeddings on neural search
total releases 208most recent commit 9 months ago
Tencentpretrain ⭐ 951
Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
most recent commit 3 months ago
Llm Adapters ⭐ 856
Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
most recent commit 3 months ago
The 10 Most Depended On Fine Tuning Open Source Projects
Llama_index ⭐ 30,412
LlamaIndex is a data framework for your LLM applications
dependent packages 79total releases 267latest release December 07, 2023most recent commit 9 days agopypi llama-index} Downloads
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266latest release December 06, 2023most recent commit 3 months agopypi flyteidl} Downloads
Flaml ⭐ 3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 11total releases 92latest release October 02, 2023most recent commit 3 months agopypi FLAML} Downloads
Geniusrise ⭐ 13
Geniusrise: Framework for building geniuses
dependent packages 6total releases 31latest release December 02, 2023most recent commit 5 months agopypi geniusrise} Downloads
Ludwig ⭐ 10,740
Low-code framework for building custom LLMs, neural networks, and other AI models
dependent packages 3total releases 47latest release October 13, 2023most recent commit 15 days agopypi ludwig} Downloads
Openllm ⭐ 7,871
Operating LLMs in production
dependent packages 2total releases 132latest release December 07, 2023most recent commit 3 months agopypi openllm} Downloads
Log10 ⭐ 53
Python client library for managing your LLM data in one place
dependent packages 1total releases 25latest release November 16, 2023most recent commit 3 months agopypi log10-io} Downloads
Learn2learn ⭐ 2,283
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 19latest release February 10, 2022most recent commit 9 months agopypi learn2learn} Downloads
Llm Toys ⭐ 69
Small(7B and below), production-ready finetuned LLMs for a diverse set of useful tasks.
dependent packages 1total releases 10latest release July 17, 2023most recent commit 9 months agopypi llm-toys} Downloads
The 10 Latest Releases In Fine Tuning Open Source Projects
Starwhale ⭐ 178
an MLOps/LLMOps platform
total releases 177latest release January 19, 2024most recent commit 3 months ago
Fondant ⭐ 293
Production-ready data processing made easy and shareable
total releases 24latest release December 12, 2023most recent commit 3 months ago
Openllm ⭐ 7,871
Operating LLMs in production
dependent packages 2total releases 132latest release December 07, 2023most recent commit 3 months agopypi openllm} Downloads
Llama_index ⭐ 30,412
LlamaIndex is a data framework for your LLM applications
dependent packages 79total releases 267latest release December 07, 2023most recent commit 9 days agopypi llama-index} Downloads
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266latest release December 06, 2023most recent commit 3 months agopypi flyteidl} Downloads
Llama Factory ⭐ 10,715
Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
total releases 19latest release December 03, 2023most recent commit 3 months ago
Geniusrise ⭐ 13
Geniusrise: Framework for building geniuses
dependent packages 6total releases 31latest release December 02, 2023most recent commit 5 months agopypi geniusrise} Downloads
Log10 ⭐ 53
Python client library for managing your LLM data in one place
dependent packages 1total releases 25latest release November 16, 2023most recent commit 3 months agopypi log10-io} Downloads
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