spark-training-gotchas

Maintained by wshobson

Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training run on DGX Spark fails to start, OOMs below the 128GB limit, slows down mid-run, or before any multi-hour training job on GB10.

Current version: Unknown
License: Unknown
Network access: Unknown / not assessed
Review status: Not verified

Problem it solves

This catalog entry helps users find and evaluate spark-training-gotchas for the task described by its available catalog summary. Confirm the exact scope in the linked original source when one is available.

When to use it

Consider spark-training-gotchas when its available catalog summary matches the task at hand. When available, review the linked original source before use for precise instructions, requirements, and limitations.

spark-training-gotchas is listed as an agent skill in RefHub. The listed maintainer is wshobson. The available catalog summary is: Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training run on DGX Spark fails to start, OOMs below the 128GB limit, slows down mid-run, or before any multi-hour training job on GB10. When available, review the linked original source for exact usage instructions, required tools, and limitations.

Installation and updates

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Install command

npx skills add wshobson/agents --skill spark-training-gotchas -y

Agent compatibility

No compatibility test has been recorded

Do not assume agent compatibility until documented test evidence is available.