datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
efficiency_samples_10pct
Muslim-language LLM efficiency-eval samples (public 10%)
Public 10% stratified sample of the private dataset
EfficientLLMInferenceCompetition/efficiency_samples.
Workload for the NeurIPS 2026 competition proposal
Efficient LLM Inference for Diverse Muslim Languages and Cultures.
This repo holds constructed GuideLLM Poisson traffic (not model
weights). Lengths are measured with the official
google/gemma-4-31B-it
tokenizer including the chat template.
Sampling: seed 42, 200… See the full description on the dataset page: https://huggingface.co/datasets/EfficientLLMInferenceCompetition/efficiency_samples_10pct.efficient-llm-papers
Efficient LLM Papers — FineSet
A research-paper dataset on Efficient LLM Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-12.
It is not auto-updated. Research on Efficient LLM Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you choose? See the bottom. ↓
Why this dataset
Quality-scored: quality_score float… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/efficient-llm-papers.efficient_llm
Data V4 for NeurIPS LLM Challenge
Contains 70949 samples collected from Huggingface:
Math: 1273
gsm8k
math_qa
math-eval/TAL-SCQ5K
TAL-SCQ5K-EN
meta-math/MetaMathQA
TIGER-Lab/MathInstruct
Science: 42513
lighteval/mmlu - 'all', "split": 'auxiliary_train'
lighteval/bbq_helm - 'all'
openbookqa - 'main'
ComplexQA: 2940
ARC-Challenge
ARC-Easy
piqa
social_i_qa
Muennighoff/babi
Rowan/hellaswag
ComplexQA1: 2060
medmcqa
winogrande_xl,
winogrande_debiased
boolq
sciq
CNN: 2787… See the full description on the dataset page: https://huggingface.co/datasets/transZ/efficient_llm.