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GitHub
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ESM (Biohub/esm)

2024
Biohub (EvolutionaryScale Team)

Provides code, pretrained weights, and tooling for protein language models and structure prediction — including ESMC, ESMFold2, sparse autoencoders (SAEs), and the ESM Atlas. Includes model checkpoints, tutorials, Hugging Face & Biohub integration, and an MIT license.

foundation-modeltransformershuggingfacepytorchbiology+4
Hugging Face
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Carbon Pretraining Corpus

2026
HuggingFaceBio, GenerTeam +1

Provides 173M DNA/RNA sequences (≈1.1 trillion nucleotides) assembled specifically for pretraining genomic foundation models. Includes eukaryote, prokaryote, and mRNA configs plus a 10B‑token eukaryote subset for faster experiments; formatted for streaming and tokenized with Carbon's 6‑mer setup.

huggingfacegenomicsbiologyfoundation-modeltransformers
Hugging Face
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Open-MM-RL

2026
Shukla, Chinmayee, Patil, Saurabh +21

Multimodal STEM problem set for verifiable, answer-supervised training and RL: contains single-image, multi-panel, and multi-image PhD-level questions across physics, math, chemistry and biology. Each example has a deterministic ground-truth answer, enabling reward modeling and automated evaluation.

multimodalRLsciencephysicsmath+5
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