bench-mars
CommunityEnd-to-end MarS checkpoint benchmarking.
AuthorKangOxford
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The bench-mars skill enables end-to-end benchmarking of MarS order-level model checkpoints by automating GPU inference, decoding, and LOBbench scoring to produce reproducible performance metrics.
Core Features & Use Cases
- End-to-end benchmarking from checkpoint inference to LOBbench scoring across multiple tickers.
- Generates per-ticker results and visualizations for easy comparison across configurations.
- Suitable for researchers and engineers evaluating model latency, throughput, and robustness on live order-book data.
Quick Start
Run the Mars bench script on your target checkpoint to produce the benchmark results.
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: bench-mars Download link: https://github.com/KangOxford/auto-quant-research/archive/main.zip#bench-mars Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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