fine-tuning
There are 2304 repositories under fine-tuning topic.
hiyouga/LLaMA-Factory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
unslothai/unsloth
Fine-tuning & Reinforcement Learning for LLMs. ๐ฆฅ Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM.
run-llama/llama_index
LlamaIndex is the leading framework for building LLM-powered agents over your data.
huggingface/peft
๐ค PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
FunAudioLLM/CosyVoice
Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.
bentoml/OpenLLM
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
ludwig-ai/ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
axolotl-ai-cloud/axolotl
Go ahead and axolotl questions
oumi-ai/oumi
Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM!
cloneofsimo/lora
Using Low-rank adaptation to quickly fine-tune diffusion models.
flyteorg/flyte
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
h2oai/h2o-llmstudio
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
Kiln-AI/Kiln
The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.
truefoundry/cognita
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
nucleuscloud/neosync
Open Source Data Security Platform for Developers to Monitor and Detect PII, Anonymize Production Data and Sync it across environments.
LLMBook-zh/LLMBook-zh.github.io
ใๅคง่ฏญ่จๆจกๅใไฝ่ ๏ผ่ตต้ซ๏ผๆๅๆฏ ๏ผๅจๆ๏ผๅๅคฉไธ๏ผๆ็ปง่ฃ
hiyouga/ChatGLM-Efficient-Tuning
Fine-tuning ChatGLM-6B with PEFT | ๅบไบ PEFT ็้ซๆ ChatGLM ๅพฎ่ฐ
ZhaoJ9014/face.evoLVe
๐ฅ๐ฅHigh-Performance Face Recognition Library on PaddlePaddle & PyTorch๐ฅ๐ฅ
sentient-agi/OML-1.0-Fingerprinting
OML 1.0 via Fingerprinting: Open, Monetizable, and Loyal AI
predibase/lorax
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
smallcloudai/refact
AI Agent that handles engineering tasks end-to-end: integrates with developersโ tools, plans, executes, and iterates until it achieves a successful result.
iusztinpaul/hands-on-llms
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
dbiir/UER-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
ashishpatel26/LLM-Finetuning
LLM Finetuning with peft
stochasticai/xTuring
Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6
roboflow/maestro
streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL
bghira/SimpleTuner
A general fine-tuning kit geared toward diffusion models.
Nerogar/OneTrainer
OneTrainer is a one-stop solution for all your stable diffusion training needs.
AIDotNet/OpenDeepWiki
OpenDeepWiki is the open-source version of the DeepWiki project, aiming to provide a powerful knowledge management and collaboration platform. The project is mainly developed using C# and TypeScript, supporting modular design, and is easy to expand and customize.
YiVal/YiVal
Your Automatic Prompt Engineering Assistant for GenAI Applications
AI-Hypercomputer/maxtext
A simple, performant and scalable Jax LLM!
adobe-research/custom-diffusion
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
kubeflow/trainer
Distributed AI Model Training and Fine-Tuning on Kubernetes
dstackai/dstack
dstack is an open-source control plane for running development, training, and inference jobs on GPUsโacross hyperscalers, neoclouds, or on-prem.
eosphoros-ai/DB-GPT-Hub
A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL
ray-project/llm-applications
A comprehensive guide to building RAG-based LLM applications for production.