debug-training-logs
debug-training-logs is a Model training & evaluation skill for AI agents, published by NVIDIA-NeMo in the Speech repository on GitHub. Skillspace rates debug-training-logs D (59/100) and it passed the safety scan; the rating is based on static analysis only.
Debug distributed training failures (NeMo, Megatron, PyTorch) from worker stderr logs and optional AIStore daemon logs. Finds root cause across NCCL timeouts, data loading errors, and storage failures.
- Grade
- D
- Quality
- 59 / 100
- Safety
- Passed
- GitHub stars
- 17,775
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 90 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- Low-risk patterns
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
- Scope
- Vendor-specific: built around one product. debugging NeMo, Megatron, PyTorch and AIStore logs, all public
What the scanner flagged
- mentions secrets in text
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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