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OpenThoughts

curate the best open reasoning datasets

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🌟 Open Thoughts: Curating the Best Open Reasoning Datasets

**Open Thoughts** is a community effort by DataComp and Bespoke Labs to curate the best open reasoning datasets. Our first goal is to create a reasoning dataset to train state-of-the-art small reasoning models that surpass DeepSeek-R1-Distill-32B and DeepSeek-R1-Distill-7B on math and code reasoning benchmarks.

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📊 Latest Results

Here are the latest results from our models evaluated with our open-source tool, Evalchemy:

ModelDatasetAIME24AIME25 IMATH500GPQA-DLCBv2
LIMO-32B0.8k56.749.386.658.160.0
s1-32B1k36.025.384.850.540.9
s1.1-32B1k64.749.389.060.165.5
OpenThinker-32B114k66.053.390.661.668.9
R1-Distill-32B800k76.755.989.457.671.2
AI Performance

👥 About Us

We are a team of researchers and engineers from Stanford, University of California Berkeley, University of Washington, Bespoke Labs, Juelich Supercomputing Center (JSC), LAION, UCLA, UNC Chapel Hill, and Toyota Research Institute, united around building the best datasets (and thus the best models). See our previous works at datacomp.ai and mlfoundations.

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💡 Open Thoughts Supporters

Open Thoughts is supported by Bespoke Labs, NSF IFML, UT Austin Machine Learning Lab, Juelich Supercomputing Center, Toyota Research Institute, and Lambda Labs.

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📢 Announcements

  • February 12, 2025: Scaling up Open Reasoning with OpenThinker-32B
  • January 30, 2025: Measuring Reasoning with Evalchemy
  • January 28, 2025: Launching the Open Thoughts Project
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Released under the MIT License.

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