precision-align
OfficialFix precision drift on domestic hardware.
AuthorDeepLink-org
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps diagnose and fix precision mismatches between lmdeploy+dlinfer and reference implementations on domestically produced hardware backends (Ascend, CAMB, MACA).
Core Features & Use Cases
- Layer-0 isolation: identify the first op or sub-operation with a discrepancy, starting from the initial RMSNorm/Attention/MLP stack.
- Deterministic comparisons: enforce exact tensor equality where possible and report quantitative differences otherwise.
- Guided debugging: provide tensor-dump guidance, input-output checks, and a stepwise path to root-cause precision drift across backends.
Quick Start
Compare layer-0 outputs between lmdeploy+dlinfer and a reference implementation on Ascend to locate the first mismatch.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: precision-align Download link: https://github.com/DeepLink-org/dlinfer/archive/main.zip#precision-align Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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