Model fine-tuning

Fine-tune language and diffusion models on your own data and GPUs.

Changes in this category (RSS)

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Model fine-tuning
Tool	Stars	Licence	Terms	Self-hosted	Language	Latest	Last push
Unsloth	77k	Apache-2.0	Open source	No	Python	v0.1.902-beta	2026-10-06
LLaMA-Factory	75k	Apache-2.0	Open source	No	Python	v0.9.5	2026-09-28
TRL	19k	Apache-2.0	Open source	No	Python	v1.14.1	2026-10-06
Kohya's GUI	13k	Apache-2.0	Open source	No	Python	v26.0.0	2026-08-01
Axolotl	13k	Apache-2.0	Open source	No	Python	v0.20.0	2026-10-06
AI Toolkit	12k	MIT	Open source	No	Python	none	2026-09-27
torchtune	5.8k	BSD-3-Clause	Open source	No	Python	v0.6.1	2026-09-09
OneTrainer	3.2k	AGPL-3.0	Open source	No	Python	pre-upgrade	2026-10-05

8 tools

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.

Language: Python
Licence: Apache-2.0
Stars: 77k
Latest: v0.1.902-beta
Last push: 2026-10-06

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Language: Python
Licence: Apache-2.0
Stars: 75k
Latest: v0.9.5
Last push: 2026-09-28

Train transformer language models with reinforcement learning.

Language: Python
Licence: Apache-2.0
Stars: 19k
Latest: v1.14.1
Last push: 2026-10-06

Language: Python
Licence: Apache-2.0
Stars: 13k
Latest: v26.0.0
Last push: 2026-08-01

Go ahead and axolotl questions

Language: Python
Licence: Apache-2.0
Stars: 13k
Latest: v0.20.0
Last push: 2026-10-06

The ultimate training toolkit for finetuning diffusion models

Language: Python
Licence: MIT
Stars: 12k
Last push: 2026-09-27

No release or tag

PyTorch native post-training library

Language: Python
Licence: BSD-3-Clause
Stars: 5.8k
Latest: v0.6.1
Last push: 2026-09-09

OneTrainer is a one-stop solution for all your Diffusion training needs.

Language: Python
Licence: AGPL-3.0
Stars: 3.2k
Latest: pre-upgrade
Last push: 2026-10-05