AI/ML●Mid
Tested 12 LLMs with few-shot examples
Research article revealing few-shot collapse patterns, not a usable tool or product.
Dark Horse
shuntaro-okuma
202mo ago
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GitHub Repository
A framework for few-shot evaluation of language models.
13,024 starsPython
EleutherAI / Lm-Evaluation-Harness
by marvinified·May 13, 2026·1 point·0 comments
AI Analysis
●●SolidCrowd Pleaser
Industry standard benchmark harness refactored with lighter installs and new SGLang support.
Strengths
- •Refactored CLI with subcommands and YAML config support improves reproducibility workflows.
- •Modular backend installation reduces dependency bloat for users not needing PyTorch locally.
- •Support for steering HuggingFace models enables advanced prompt engineering experiments.
Weaknesses
- •Established dominance means this update is incremental maintenance rather than a novelty.
- •Multimodal evaluation features remain prototypical compared to dedicated forks like lmms-eval.
Category
Target Audience
ML researchers and LLM developers
Similar To
lmms-eval · HELM · BigBench
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