Unsloth Studio - Local Fine-tuning, Chat UI
Hey HN! We're excited to release Unsloth Studio - a culmination of many things we wanted to provide to the community - it includes: 1. A Chat UI which has auto healing tool calling, Python & bash code execution, web search, image, docs input + more! 2. Finetuning of audio, vision, LLMs with an Auto AI Assist data prep 3. Supports GGUFs, Mac, Windows, Linux + audio gen 4. Has SVG rendering in browser, exporting to GGUF 5. gpt-oss harmony rendering, all inference parameters are pre-set and recommended 6. Data designer + synthetic data generation 7. Fast parallel data prep + embedding…
What it does
In the maker’s words, at launch
Hey HN! We're excited to release Unsloth Studio - a culmination of many things we wanted to provide to the community - it includes: 1. A Chat UI which has auto healing tool calling, Python & bash code execution, web search, image, docs input + more! 2. Finetuning of audio, vision, LLMs with an Auto AI Assist data prep 3. Supports GGUFs, Mac, Windows, Linux + audio gen 4. Has SVG rendering in browser, exporting to GGUF 5. gpt-oss harmony rendering, all inference parameters are pre-set and recommended 6. Data designer + synthetic data generation 7. Fast parallel data prep + embedding finetuning 8. And much much more! To get it, run: pip install unsloth unsloth studio setup unsloth studio -H 0.0.0.0 -p 8888 Suggestions are welcome, and we're excited for contributions and for you all to try it out! Appreciate you all!
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Posted before, but wanted to share if you want an open source alternative to OpenAI fine-tuning, give Unsloth a try! Phi 3.5 was just released, and is distilled from GPT4. Unsloth makes finetuning 2x faster, uses 70% less VRAM + has no accuracy degradations. We rewrite all backprop steps and reduce FLOPs and write everything in Triton (JIT low level CUDA). If you want to own the weights after fine-tuning, give Unsloth a spin! I have free Colabs and Kaggle notebooks as well at https://github.com/unslothai/unsloth
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