mhc-layer-impl-nanogpt-trainingTrain GPT-2 scale models (~124M parameters) efficiently on a single GPU. Covers GPT-124M architecture, tokenized dataset loading (e.g., HuggingFace Hub shard...
Install via ClawdBot CLI:
clawdbot install lnj22/mhc-layer-impl-nanogpt-trainingGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
eval(Calls external URL not in known-safe list
https://github.com/karpathy/nanoGPTAI Analysis
The skill definition is for a legitimate ML training task with no evidence of credential harvesting, data exfiltration, or hidden malicious instructions. The primary risk is the potential for unsafe shell commands (eval) and an external GitHub reference, but these are typical for code examples and do not constitute active threats in the provided context.
Audited Apr 17, 2026 · audit v1.0
Usage Guide
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Scored Apr 19, 2026
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