msmodeling
claudeMindStudio-Modeling performance evaluation framework for Ascend NPUs. Provides tensor-cast for model-level analysis and serving-cast-simulation for LLM serving parameter tuning.
3 skills
0
claude
ascend
Ascend NPU hardware entry point — health check, environment setup, shell script template. Starting point for any Ascend workflow.
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Plugin ascend from marketplace g-claude in starmountain1997/g-claude. Commands read from the repo's manifest — 1 month ago.
What it installs
Skills (1)
ascendAscend NPU hardware and toolchain entry point. Use when checking NPU health, setting up the Ascend environment, quantizing models with msmodelslim, or debugging NPU-level errors. Also the starting point for any Ascend workflow — triggers the hardware check before vLLM serving or evaluation begins.
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claudeStructured Git commits with WHAT/WHY/HOW format, optimized as AI context for future sessions.
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msmodelslim
claudeModel quantization on Ascend NPUs — W4A8/W8A8/W4A4, one-click and custom YAML, MoE mixed precision, VLM support, accuracy recovery.
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npu-verification
claudeVerify NPU competition entries — clone work and original model repos, check model class name overlap, validate script syntax, and test runnability.
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claudeConcise, idiomatic Rust patterns for implementation, review, testing, and required quality checks.
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