Weโre excited to announce that Unsloth has joined the PyTorch Ecosystem! ๐ฅ๐ฆฅ
Unsloth is an open-source project that makes training & running models more accurate and faster with less compute. Our mission is to make local AI accessible to everyone. Thanks to all of you for making this possible! ๐
Introducing Unsloth Studio โจ A new open-source web UI to train and run LLMs.
โข Run models locally on Mac, Windows, Linux โข Train 500+ models 2x faster with 70% less VRAM โข Supports GGUF, vision, audio, embedding models โข Auto-create datasets from PDF, CSV, DOCX โข Self-healing tool calling and code execution โข Compare models side by side + export to GGUF
We collaborated with NVIDIA to teach you about Reinforcement Learning and RL environments. ๐ Learn:
โข Why RL environments matter + how to build them โข When RL is better than SFT โข GRPO and RL best practices โข How verifiable rewards and RLVR work
100,000+ models trained with Unsloth have now been open-sourced on ๐คHugging Face! ๐ฆฅ
Here are the most popular ones you can run local: 1. TeichAI - GLM-4.7-Flash distilled from Claude 4.5 Opus (high) 2. Zed - Qwen Coder 7B fine-tuned for stronger coding 3. DavidAU - Llama-3.3-8B distilled from Claude 4.5 Opus (high) 4. huihui - gpt-oss made โabliberatedโ
You can now fine-tune embedding models in our free Unsloth notebook! ๐ค
Fine-tuning embedding models improves retrieval & RAG by aligning vectors to your domain-specific notion of similarity, improving search, clustering, and recommendations on your data.