Unclaimed project
Are you a maintainer of unsloth? Claim this project to take control of your public changelog and roadmap.
Changelog
Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM.
Last updated 20 days ago
We’re getting close to our final release of 2025! Thanks so much for sticking with us this year. We’ve got lots of new features so please update Unsloth & our Docker to use the latest updates! 🦥
Introducing FP8 Reinforcement Learning in Unsloth! Train on any FP8 supported GPU and get 1.4x faster with 60% less VRAM: Read our Blog/Guide • Notebooks: Qwen3-8B FP8 GRPO and
You may notice Unsloth now uses much less VRAM than before, enabling even longer context. We’re also implementing faster training very soon and we’ll share all the details in an upcoming blog.
DeepSeek-OCR fine-tuning is here! We fine-tuned DeepSeek-OCR, improving its language understanding by 89%. Read our Blog • Free notebook
Qwen3-VL models supported including GGUFs to run locally: Blogpost + fixes • GGUFs
We analyzed RL training-inference mismatch for FP16 vs. BF16 and concluded that Unsloth does not have this issue: Analysis and Results
We’ve partnered with Docker to let you run LLMs locally with zero setup. Docker GGUFs are now powered by Unsloth Dynamic.
Example: docker model run hf.co/unsloth/gpt-oss-20b-GGUF:F16 Read guide
Baidu ERNIE models are now supported. Notebooks coming soon.
Unsloth now supports SGLang. Read our guide
We wrote guides for LoRA Hot Swapping and vLLM Engine Arguments
Run Kimi-K2-Thinking the most powerful open model locally. Kimi-K2 Guide
Lots of bug fixes! See further below.
[!TIP] Update Unsloth via
pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zooIf you want PyTorch 2.9:pip install --upgrade unsloth unsloth_zoo
trl>=0.25.0 and vllm>=0.11.2 and transformers>=4.57.1torch>=2.9.0trust_remote_code = Truelogits.detach() to GRPO to solve double backwards on some pathwaysint64 kernels & fixed RoPE embeddings to allow super ultra long context trainingFull Changelog: https://github.com/unslothai/unsloth/compare/October-2025...November-2025
Full Changelog: https://github.com/unslothai/unsloth/compare/October-2025...November-2025
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
A feature-rich command-line audio/video downloader
:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.
Python tool for converting files and office documents to Markdown.