Individual skill
data-processing-nemo-curator
GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs with RAPIDS. Use for preparing high-quality training datasets, cleaning web data, or deduplicating large corpora.
cli-tool/components/skills/ai-research/data-processing-nemo-curator/SKILL.md
Source commit ad81bf053f80b626801decf425f501ba49983d98
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 4, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 33,182
- Repository last updated
- Nov 7, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- anthropic Repository topic
- anthropic-claude Repository topic
- claude Repository topic
- claude-code Repository topic
- agent-skills Repository topic
- ai-agents Repository topic
- claude-code-plugins Repository topic
- cli Repository topic
- mcp Repository topic
- registry Repository topic
- data-processing Declared skill tag
- nemo-curator Declared skill tag
- data-curation Declared skill tag
- gpu-acceleration Declared skill tag
- deduplication Declared skill tag
- quality-filtering Declared skill tag
- nvidia Declared skill tag
- rapids Declared skill tag
- pii-redaction Declared skill tag
- multimodal Declared skill tag
- llm-training-data Declared skill tag
- data 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 · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesSKILL.mdcore · 9,372 bytesreferences/deduplication.mddoc · 2,142 bytesreferences/filtering.mddoc · 2,351 bytes
Read excerpt
# NeMo Curator - GPU-Accelerated Data Curation
NVIDIA's toolkit for preparing high-quality training data for LLMs.
## When to use NeMo Curator
**Use NeMo Curator when:**
- Preparing LLM training data from web scrapes (Common Crawl)
- Need fast deduplication (16× faster than CPU)
- Curating multi-modal datasets (text, images, video, audio)
- Filtering low-quality or toxic content
- Scaling data processing across GPU cluster
**Performance**: