AMDResearch/ai4science-studio

How-to guides and AMD/ROCm optimization recipes for open AI-for-science models.

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53Mods indexed here, across every type
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add-recipe

02

AMDResearch/ai4science-studio

Command Claude Code

Create or improve a recipe (inference, fine-tune, eval, etc.) for a model already in AI4Science Studio.

4 1mo ago A 0 tokens original MIT

init-cluster

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AMDResearch/ai4science-studio

Command Claude Code

Detect the current cluster environment and create a .cluster-config.yaml file with site-specific settings. This file is gitignored and never committed.

4 1mo ago A 0 tokens original MIT

run-aurora

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AMDResearch/ai4science-studio

Command Claude Code

Guide the user through running Aurora (0.1° resolution) end-to-end on an AMD cluster.

4 1mo ago A 0 tokens original MIT

run-perf-hydragnn

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AMDResearch/ai4science-studio

Command Claude Code

Guide the user through performance engineering for HydraGNN Predictive GFM: one-shot perf-analysis (2-node training + TraceLens + Omnistat diagnosis) or iterative perf-optimizer-loop (accept/revert on epochtimes). This is not ensemble inference — use /run-hydragnn for that.

4 1mo ago A 0 tokens original MIT

run-perf-orbit2

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AMDResearch/ai4science-studio

Command Claude Code

Guide the user through performance engineering workflows for ORBIT-2 (Bayes-CAST EDM / same-dir timing configs): one-shot perf-analysis (TraceLens + Omnistat diagnosis) or iterative perf-optimizer-loop (accept/revert on throughput). This is not inference/visualization — use /run-orbit2 for that.

4 1mo ago A 0 tokens original MIT