Huawei Ascend NPU model compression tool (msModelSlim). Use for LLM quantization (W4A8, W8A8, W8A8S, W8A16), MoE model compression, multimodal model compression (Qwen-VL, InternVL, HunyuanVideo, FLUX, SD3), calibration data preparation, precision auto-tuning, sensitive layer analysis, custom model integration, and deployment in MindIE/vLLM-Ascend. Supports Qwen, LLaMA, DeepSeek, GLM, Kimi, InternLM and more.
Quickly install msmodelslim AI skill to your development environment via command line
Source: ascend-ai-coding/awesome-ascend-skills.
MindStudio ModelSlim (msModelSlim) is a model compression tool optimized for Huawei Ascend AI processors. It supports quantization and compression for LLMs, MoE models, and multimodal models.
V1 automatic quantization uses configuration files from labpractice/ directory.
Note: Find config files in labpractice/ directory of msmodelslim repository: Structure: labpractice/ / - -v1.yaml Example: labpractice/qwen2.5/qwen2.5-7b-w8a8-v1.yaml
Huawei Ascend NPU model compression tool (msModelSlim). Use for LLM quantization (W4A8, W8A8, W8A8S, W8A16), MoE model compression, multimodal model compression (Qwen-VL, InternVL, HunyuanVideo, FLUX, SD3), calibration data preparation, precision auto-tuning, sensitive layer analysis, custom model integration, and deployment in MindIE/vLLM-Ascend. Supports Qwen, LLaMA, DeepSeek, GLM, Kimi, InternLM and more. Source: ascend-ai-coding/awesome-ascend-skills.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/ascend-ai-coding/awesome-ascend-skills --skill msmodelslimBrowse more skills from ascend-ai-coding/awesome-ascend-skills
Huawei Ascend NPU model compression tool (msModelSlim). Use for LLM quantization (W4A8, W8A8, W8A8S, W8A16), MoE model compression, multimodal model compression (Qwen-VL, InternVL, HunyuanVideo, FLUX, SD3), calibration data preparation, precision auto-tuning, sensitive layer analysis, custom model integration, and deployment in MindIE/vLLM-Ascend. Supports Qwen, LLaMA, DeepSeek, GLM, Kimi, InternLM and more. Source: ascend-ai-coding/awesome-ascend-skills.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/ascend-ai-coding/awesome-ascend-skills --skill msmodelslim Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/ascend-ai-coding/awesome-ascend-skills