Individual skill
nemo-evaluator-sdk
Evaluates LLMs across 100+ benchmarks from 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execution. Use when needing scalable evaluation on local Docker, Slurm HPC, or cloud platforms. NVIDIA's enterprise-grade platform with container-first architecture for reproducible benchmarking.
tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/ai-research/evaluation-nemo-evaluator/SKILL.md
Source commit a177737d6df6a543d21d3b7ee6163ec715d24aa8
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 1,970
- Repository last updated
- Nov 9, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- cli Repository topic
- developer-tools Repository topic
- rust Repository topic
- evaluation Declared skill tag
- nemo Declared skill tag
- nvidia Declared skill tag
- benchmarking Declared skill tag
- mmlu Declared skill tag
- humaneval Declared skill tag
- multi-backend Declared skill tag
- slurm Declared skill tag
- docker Declared skill tag
- reproducible Declared skill tag
- enterprise Declared skill tag
- devops Derived category
- engineering Derived category
- devops-containers Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 12,225 bytesSKILL.mdcore · 12,225 bytesSKILL.mdcore · 12,225 bytesSKILL.mdcore · 12,225 bytesSKILL.mdcore · 12,225 bytesSKILL.mdcore · 12,225 bytesSKILL.mdcore · 12,225 bytesSKILL.mdcore · 12,225 bytesSKILL.mdcore · 12,225 bytesSKILL.mdcore · 12,225 bytesSKILL.mdcore · 12,225 bytesSKILL.mdcore · 12,225 bytesSKILL.mdcore · 12,225 bytesreferences/adapter-system.mddoc · 9,468 bytesreferences/configuration.mddoc · 9,567 bytesreferences/custom-benchmarks.mddoc · 7,101 bytesreferences/execution-backends.mddoc · 9,351 bytes
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