Axolotl vs Ms Swift
A side-by-side look at Axolotl vs Ms Swift: pricing, free plans and features, taken from each official website. Prices change often, so check the linked sources.
| Feature | Axolotl | Ms Swift |
|---|---|---|
| Type | Tool · AI APIs & LLMs | Tool · AI APIs & LLMs |
| Made by | unknown | unknown |
| What it does | Go ahead and axolotl questions | Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025). |
| Pricing model | Free | Free |
| Free tier | unknown | unknown |
| Current prices | unknown | unknown |
| Modalities | unknown | unknown |
| Key features | fine-tuning llm | deepseek embedding glm grpo internvl kim |
| Context window | unknown | unknown |
| API | unknown | unknown |
| License | Proprietary service | Proprietary service |
| Web app | unknown | unknown |
| Mobile apps | unknown | unknown |
| Desktop app | unknown | unknown |
| Links | Website ↗Deekoya listing | Website ↗Deekoya listing |
Axolotl vs Ms Swift: pricing and features
Axolotl
Axolotl is a free and open-source framework for LLM post-training and fine-tuning. It provides quick-start guides, a command-line interface, and support for many model families. The project also offers offline and air-gapped deployment options via Docker.
Pricing
The official site lists Axolotl as free. Pricing information was read from the official site and indicates no cost.
Key features
- Quick-start guide for fine-tuning
- Supports multiple fine-tuning methods
- Inference and model merging capabilities
- Command-line interface (CLI)
- Config and API reference documentation
- Compatibility with many models (Mistral, Qwen, GLM, etc.)
Source: official homepage · checked 2026-10-26
Ms Swift
Ms Swift is an open-source toolkit for training and fine-tuning large language models (LLMs) and multimodal models (MLLMs). It supports PEFT or full-parameter methods across hundreds of models, including Qwen, DeepSeek, GLM, InternLM, Llama, and many vision-language models.
Pricing
The official site lists the offering as "Free"; this pricing information was read directly from the official site.
Key features
- Knowledge Distillation support
- Custom Megatron model creation
- Full multimodal GRPO experiment workflow
- Best-practice guides for Qwen3.5/3.6/3.8
- EntroPack flexible quantization best practices
- DeepSeek-V4 training support
Source: official homepage · checked 2026-10-26
FAQ
Which is free, Axolotl vs Ms Swift?
Axolotl: has a free plan or trial per its official site; Ms Swift: has a free plan or trial per its official site.
What is the difference between Axolotl vs Ms Swift?
Axolotl: Axolotl is a free and open-source framework for LLM post-training and fine-tuning. Ms Swift: Ms Swift is an open-source toolkit for training and fine-tuning large language models (LLMs) and multimodal models (MLLMs).