swift-ms-docs

What problem does it solve?

This Skill solves the problem of quickly finding the right ms-swift (ModelScope Swift) commands, concepts, and reference docs needed to fine-tune, run reinforcement learning, and deploy models without getting lost in scattered guidance.

Core Features & Use Cases

• Training coverage across the full pipeline: supports SFT/CPT, LoRA/QLoRA/DoRA, GRPO family RL, and pre-training workflows.
• Deployment and inference readiness: covers inference commands and deployment as OpenAI-compatible APIs.
• Performance and optimization guidance: includes Megatron distributed training context, quantization options (AWQ/GPTQ/FP8/BNB), and evaluation pointers.

Quick Start

Use the swift-ms-docs skill when you need to get ms-swift fine-tuning or GRPO command-line instructions immediately for your target model and dataset.