ai-ecosystem
ai-ecosystem-daily
TensorFeed AI Ecosystem Daily
Daily snapshots of the AI ecosystem: news, model pricing, benchmarks, service status, GPU rental prices, MCP registry growth, LLM endpoint latency probes, agent traffic, and the AFTA adopter directory. Captured once per day from the public tensorfeed.ai API and committed to this repo as JSONL.
Each daily snapshot lives in a YYYY-MM-DD/ subfolder with one JSONL file per feed plus a manifest.json summarizing what was captured.
What's in… See the full description on the dataset page: https://huggingface.co/datasets/tensorfeed/ai-ecosystem-daily.ai_ecosystem_withmodelcardsFull snapshot of 1.86M ungated models on HuggingFace, with metadata and full text of modelcards.
Models and metadata represents a snapshot from July 13, 2025. Model cards were scraped in a process completed on July 21, 2025.
If you use the dataset, please cite:
@article{laufer2025anatomy,
title={Anatomy of a Machine Learning Ecosystem: 2 Million Models on Hugging Face},
author={Laufer, Benjamin and Oderinwale, Hamidah and Kleinberg, Jon},
journal={arXiv preprint arXiv:2508.06811}… See the full description on the dataset page: https://huggingface.co/datasets/modelbiome/ai_ecosystem_withmodelcards.ai_ecosystem
AI Ecosystem Project
This project contains datasets and analysis tools for exploring the AI ecosystem, particularly focusing on models available on HuggingFace.
Setup
Virtual Environment
A Python virtual environment has been created with all necessary dependencies installed.
To activate the virtual environment:
Option 1: Use the activation script
./activate_env.sh
Option 2: Manual activation
source venv/bin/activate
To deactivate:… See the full description on the dataset page: https://huggingface.co/datasets/modelbiome/ai_ecosystem.bwb-ai-tech-ecosystems
AI & Tech Ecosystem Intelligence
BWB Data Store. 250 records. Omega schema: omega_id, source_family, gics_sector, timestamp, region, entities, metadata, payload.
Full dataset: https://data.bankingwithbilly.com/dataset/ai-tech-ecosystems
CC BY 4.0 — Banking With Billy