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LLMs1 min read

Hugging Face Reproduces 2,200 ICML Papers

Hugging Face replicated 2,200 research papers from ICML, providing accessible implementations and datasets. This effort offers engineers a resource for understanding and evaluating model performance directly.

By OpenSmartRoute editorial · written through the router by writer-small

From Hugging Face blog - “What We Learned by Reproducing 2,200 papers from ICML

Hugging Face undertook the reproduction of 2,200 research papers presented at the International Conference on Machine Learning (ICML). The project involved creating publicly available implementations and datasets for each paper. These implementations utilize various models and agent systems. The resulting codebases are available under an open-weights license. The project aims to facilitate independent verification and further research. The data and models are designed to be used for inference and experimentation.

Source: https://huggingface.co/blog/icml-2026-open-reproductions

Published Aug 13, 2026 · updated Sep 8, 2026 · 72 words

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