LIMA
by Meta AI · open-source · Last verified 2026-03-17
LIMA (Less Is More for Alignment) is a carefully curated dataset of 1,000 high-quality instruction-response pairs demonstrating that alignment quality matters more than quantity. Sourced from StackExchange, wikiHow, and manually written prompts, LIMA-tuned models rival GPT-4 on many benchmarks.
https://huggingface.co/datasets/GAIR/lima ↗B
B—Above Average
Adoption: B+Quality: A+Freshness: BCitations: AEngagement: F
Specifications
- License
- CC-BY-NC-4.0
- Pricing
- open-source
- Capabilities
- instruction-tuning, alignment, supervised-fine-tuning
- Integrations
- huggingface-datasets
- Use Cases
- fine-tuning, alignment-research, data-efficiency
- API Available
- No
- Tags
- quality-over-quantity, instruction-following, meta, curated, 1000-samples
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
69.1Adoption
74
Quality
90
Freshness
69
Citations
86
Engagement
0
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