Unsloth
Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.
新内容
1h 前已验证Turn any text or vision LLM into a Jev-style decision model in Unsloth, with decision accuracy going from 30% to 80%. Train, test, export and serve decision models directly from Unsloth. Also included: native ComfyUI models, diffusion improvements and a better Browser in Desktop.
## Highlights
- **8th Oct Fixes** - Better Browser + 100+ bug fixes + perf fixes
- **Sandboxing** with Bwrap for Linux, Seatbelt for Mac and MXC for Windows
- **Turn any model into a Jev-style decision model.** Accuracy went from 30% to 80%
- **Load ComfyUI diffusion models** natively in Unsloth
- **Faster + more accurate diffusion** with INT8 ConvRot and more
https://github.com/user-attachments/assets/92959172-d2a2-450b-a5bf-6369a1e5ae16
## Decision models
- Train any text or vision LLM as a Jev-style decision model using QLoRA.
- Test trained models directly from the Decision API settings.
- Make decisions with confidence scores for every option.
- Export Clef models with Qwen3.5 backbones and Laya models to GGUF.
- Serve supported decision models through llama.cpp, including models that understand images.
- Save and resume smaller adapter and decision-head checkpoints.
- Guide a
完整发布说明 →
## Highlights
- **8th Oct Fixes** - Better Browser + 100+ bug fixes + perf fixes
- **Sandboxing** with Bwrap for Linux, Seatbelt for Mac and MXC for Windows
- **Turn any model into a Jev-style decision model.** Accuracy went from 30% to 80%
- **Load ComfyUI diffusion models** natively in Unsloth
- **Faster + more accurate diffusion** with INT8 ConvRot and more
https://github.com/user-attachments/assets/92959172-d2a2-450b-a5bf-6369a1e5ae16
## Decision models
- Train any text or vision LLM as a Jev-style decision model using QLoRA.
- Test trained models directly from the Decision API settings.
- Make decisions with confidence scores for every option.
- Export Clef models with Qwen3.5 backbones and Laya models to GGUF.
- Serve supported decision models through llama.cpp, including models that understand images.
- Save and resume smaller adapter and decision-head checkpoints.
- Guide a
官方下载源
以下每个来源均已针对批准的发布者域名进行验证并经编辑批准。链接通过安全的内部重定向进行路由。
已验证校验和 文件完整性
未检测到威胁 — 0/69 引擎扫描 VirusTotal ↗安装前验证您下载的文件与发布者的官方哈希值匹配。
SHA-256
d44b3df2757906b4d7e4d1e500eec36e19f7b2cd45b86325026cf46ebeaa269d
平台： Windows
Unsloth 对比
仅基于已验证数据的事实性并排概览。
| 属性 | Unsloth 本页 | Seelen-UI | NormCap | Transfer.sh |
|---|---|---|---|---|
| 开发者 | unslothai | Eythaann | dynobo | dutchcoders |
| 分类 | Utilities | Utilities | Utilities | Utilities |
| 平台 | Windows | Windows | Windows | Windows |
| 官方来源 | 1 | 1 | 1 | 1 |
| 已验证官方 | ✓ | ✓ | ✓ | ✓ |
Unsloth 的替代品
同一分类下的已验证官方下载。
常见问题
我可以在哪里安全下载 Unsloth？
使用本页列出的官方来源。每个链接都针对批准的发布者域名进行了验证，并通过安全的内部重定向进行路由——无第三方或捆绑安装程序。
Unsloth 支持哪些平台？
Unsloth 适用于 Windows。
这是 Unsloth 的官方下载吗？
是的。此处显示的每个来源都经过发布者批准域名验证，并在发布前经过编辑审核。
谁开发了 Unsloth？
Unsloth 由 unslothai 开发。
Unsloth 的最佳替代品是什么？
流行的替代品包括 TSMaster, Mem Reduct 和 FufuLauncher。查看上方对比以获取并排概览。
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