datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
open_model_evolution_data
Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem
This dataset, released in conjunction with the paper Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem, provides a rigorous examination of concentration dynamics and evolving characteristics in the open model economy.
It compiles a history of weekly model downloads (February 2025-Present) alongside detailed model metadata from the Hugging Face Model Hub. The… See the full description on the dataset page: https://huggingface.co/datasets/mmpr/open_model_evolution_data.open-models-benchmark-results
⚡ Local LLM Evaluation Leaderboard
Welcome to the official public benchmark leaderboard maintained by @ahmedBargady.This dataset repository hosts benchmark evaluation metrics, accuracy scores, throughput telemetry, and quantization trade-off analyses of open-weights foundation models tested locally on NVIDIA A100 GPUs.
💻 Hardware & System Specifications
All evaluations are executed under standardized local cluster environments:
Specification
Details… See the full description on the dataset page: https://huggingface.co/datasets/ahmedBargady/open-models-benchmark-results.Chinese-Herbal-Medicine-Sentiment
中药情感分析数据集 - 数据说明书
Chinese Herbal Medicine Sentiment Analysis Dataset - Datacard
数据集概述 / Dataset Overview
基本信息 / Basic Information
数据集名称 / Dataset Name: Chinese Herbal Medicine Sentiment Analysis Dataset
版本 / Version: 1.0.0
创建日期 / Created: 2025-08-26
作者 / Author: Xingqiang Chen
许可证 / License: MIT
语言 / Language: 中文 (Chinese)
领域 / Domain: 中药 / 传统中医药 (Traditional Chinese Medicine)
数据规模 / Data Scale
总样本数 / Total Samples: 234,879
唯一产品数 /… See the full description on the dataset page: https://huggingface.co/datasets/OpenModels/Chinese-Herbal-Medicine-Sentiment.open_model_evolution_data
Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem
This dataset, released in conjunction with the paper Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem, provides a rigorous examination of concentration dynamics and evolving characteristics in the open model economy.
It compiles a history of weekly model downloads (February 2025-Present) alongside detailed model metadata from the Hugging Face Model Hub. The… See the full description on the dataset page: https://huggingface.co/datasets/Iris4ai/open_model_evolution_data.open_model_evolution_dataopen_model_evolution_data
Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem
This dataset, released in conjunction with the paper Economies of Open Intelligence: Tracing Power & Participation in the Model Ecosystem, provides a rigorous examination of concentration dynamics and evolving characteristics in the open model economy.
It compiles a history of weekly model downloads (February 2025-Present) alongside detailed model metadata from the Hugging Face Model Hub. The… See the full description on the dataset page: https://huggingface.co/datasets/PrinceAnX/open_model_evolution_data.initial-test-datasetopenmodelmap-modelsrecord-testopen-models-hf-replication