# ms-swift (ModelScope)

Fine-tuning and deployment framework supporting hundreds of LLMs and multimodal models. ms-swift (ModelScope) is free, with no paid plan attached, at github.com.

## Facts

- **Pricing tier:** Free
- **Works on:** CLI, Self-hosted
- **Works in browser:** No

## Capabilities

- Fine-tuning and deployment framework supporting hundreds of LLMs and multimodal models
- LoRA, full-parameter, DPO, GRPO and quantization in one toolkit
- Apache-2.0, maintained by Alibaba's ModelScope community

## FAQ

### What is ms-swift (ModelScope)?

ms-swift (ModelScope) is listed under Fine-Tuning & Training Frameworks, in the AI Models & Local Execution category on Flocci AI Tools. Fine-tuning and deployment framework supporting hundreds of LLMs and multimodal models. It is free, with no paid plan attached, and it lives at github.com.

### Is ms-swift (ModelScope) free?

ms-swift (ModelScope) is listed as fully free — there is no paid tier attached to it in the catalog. That makes it one of the 397 entries on Flocci AI Tools with no upgrade path built in.

### Can I use ms-swift (ModelScope) in a browser, or is there an app?

ms-swift (ModelScope) needs to be installed or self-hosted — it doesn't run in a browser tab. It is available on the command line and self-hosting.

### What can ms-swift (ModelScope) do?

ms-swift (ModelScope) does 3 things the catalog singles out: Fine-tuning and deployment framework supporting hundreds of llms and multimodal models; lora, full-parameter, dpo, grpo and quantization in one toolkit; apache-2.0, maintained by alibaba's modelscope community.

### What is the best free alternative to ms-swift (ModelScope)?

LLaMA-Factory is the closest free alternative: it sits in the same Fine-Tuning & Training Frameworks sub-category and is free. AI Toolkit (Ostris), Axolotl and LitGPT also start free. The full list is on the alternatives page.

## Related

- [ms-swift (ModelScope) alternatives](https://aitools.flocci.in/alternatives/ms-swift-modelscope)
- [Fine-Tuning & Training Frameworks](https://aitools.flocci.in/category/ai-models-local-execution/fine-tuning-training-frameworks)
- [Best free AI fine-tuning and training frameworks](https://aitools.flocci.in/best/best-fine-tuning-training-frameworks)
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Source: Flocci AI Tools — https://aitools.flocci.in/tool/ms-swift-modelscope

Facts last verified: October 2026