GenomeOcean
Generative transformer DNA model trained on co-assembled environmental metagenomes, whose embeddings and generated sequences capture phylogenetic and protein-coding structure.
Results are recorded on linked configurations and versions of this model. Their settings and evaluations are kept separate below.
Results on linked records
This model has no results of its own in this release. 14 linked records have results. They are not assigned to the underlying model: each record keeps its own settings and evaluations, and its scores are on its own page.
- GenomeOcean-4B (GENEB leaderboard) Configuration · configuration · 3 evaluations · 45 results
- GenomeOcean-500M (GENEB leaderboard) Configuration · configuration · 3 evaluations · 45 results
- GenomeOcean-100M (ViroBench classification) Configuration · configuration · 12 evaluations · 12 results
- GenomeOcean-4B (ViroBench classification) Configuration · configuration · 12 evaluations · 12 results
- GenomeOcean-500M (ViroBench classification) Configuration · configuration · 12 evaluations · 12 results
- GenomeOcean-100M, BF16, PyTorch embedding extraction (Yu et al. 2026) Configuration · configuration · 1 evaluation · 3 results
- GenomeOcean-100M, FP8 (E4M3) static weights, PyTorch with FBGEMM (Yu et al. 2026) Configuration · configuration · 1 evaluation · 4 results
- GenomeOcean-4B, BF16, PyTorch embedding extraction (Yu et al. 2026) Configuration · configuration · 1 evaluation · 3 results
- GenomeOcean-4B, BF16, vLLM generation (Yu et al. 2026) Configuration · configuration · 1 evaluation · 4 results
- GenomeOcean-4B, FP8 KV cache, vLLM generation (Yu et al. 2026) Configuration · configuration · 1 evaluation · 4 results
- GenomeOcean-4B, FP8 (E4M3) static weights, PyTorch with FBGEMM (Yu et al. 2026) Configuration · configuration · 1 evaluation · 4 results
- GenomeOcean-4B, W8A8 plus FP8 KV cache, vLLM generation (Yu et al. 2026) Configuration · configuration · 1 evaluation · 4 results
- GenomeOcean-500M, BF16, PyTorch embedding extraction (Yu et al. 2026) Configuration · configuration · 1 evaluation · 3 results
- GenomeOcean-500M, FP8 (E4M3) static weights, PyTorch with FBGEMM (Yu et al. 2026) Configuration · configuration · 1 evaluation · 4 results
Overview
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Evidence
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Evidence table
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Sources and history
Release 2026-10-22-1b7cf027e4f6 · Record review: source checked
1 source record and release history
- GENEB leaderboard (leaderboard.json, 13 task-type aggregates) · Original source · Git commit 9642d481e40c0af23995dcd162b779613f789f97 (repository pushed 2026-08-22)
Technical metadata and extraction receipts
Stable ID: lit-genomics-20261011-geneb-model-genomeocean
- areas
- dna-genomes
- contexts
- research
- method types
- foundation_model
- reported name
- GenomeOcean
- entity level
- family
- source locator
- leaderboard.json 'model' and 'disp' keys
- missing metadata
- version: reason: inapplicable; note: Family record; checkpoints are on configurations
- provenance note
- Listed on the GENEB leaderboard as a genomic foundation model family.
Related records
- configuration of: GenomeOcean-4B (GENEB leaderboard)
- configuration of: GenomeOcean-500M (GENEB leaderboard)
- configuration of: GenomeOcean-100M (ViroBench classification)
- configuration of: GenomeOcean-4B (ViroBench classification)
- configuration of: GenomeOcean-500M (ViroBench classification)
- configuration of: GenomeOcean-100M, BF16, PyTorch embedding extraction (Yu et al. 2026)
- configuration of: GenomeOcean-100M, FP8 (E4M3) static weights, PyTorch with FBGEMM (Yu et al. 2026)
- configuration of: GenomeOcean-4B, BF16, PyTorch embedding extraction (Yu et al. 2026)
- configuration of: GenomeOcean-4B, BF16, vLLM generation (Yu et al. 2026)
- configuration of: GenomeOcean-4B, FP8 KV cache, vLLM generation (Yu et al. 2026)
- configuration of: GenomeOcean-4B, FP8 (E4M3) static weights, PyTorch with FBGEMM (Yu et al. 2026)
- configuration of: GenomeOcean-4B, W8A8 plus FP8 KV cache, vLLM generation (Yu et al. 2026)
- configuration of: GenomeOcean-500M, BF16, PyTorch embedding extraction (Yu et al. 2026)
- configuration of: GenomeOcean-500M, FP8 (E4M3) static weights, PyTorch with FBGEMM (Yu et al. 2026)