Evo
StripedHyena DNA language models of 7 billion parameters (Evo 1 and Evo 1.5), trained at single-nucleotide resolution on prokaryotic and phage genomes with 8 kb or 131 kb contexts, for zero-shot function prediction and sequence generation.
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. 10 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.
- Evo fine-tuned on IS200/IS605 elements (Nguyen et al. 2024) Configuration · configuration · 2 evaluations · 2 results
- Evo 1 (Evo 2 paper variant effect evaluations) Configuration · configuration · 45 evaluations · 90 results
- evo-1-131k (GENEB leaderboard) Configuration · configuration · 3 evaluations · 45 results
- Evo1-131K-Base (ViroBench classification) Configuration · configuration · 12 evaluations · 12 results
- Evo1.5-8K-Base (ViroBench classification) Configuration · configuration · 12 evaluations · 12 results
- Evo1-8K-Base (ViroBench classification) Configuration · configuration · 12 evaluations · 12 results
- Evo 1.5 (RNAGym fitness leaderboard v0.1.1) Configuration · configuration · 4 evaluations · 4 results
- Evo 1 (RNAGym fitness leaderboard v0.1.1) Configuration · configuration · 4 evaluations · 4 results
- EVO1.5 (8k_base) (zero-shot, Wang et al. 2026) Configuration · configuration · 6 evaluations · 6 results
- EVO1 (8k_base) (zero-shot, Wang et al. 2026) Configuration · configuration · 6 evaluations · 6 results
Overview
An explanatory profile has not yet been reviewed for this record.
Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.
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How it works, versions and access
Strengths, limitations and unresolved questions
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-evo
- areas
- dna-genomes
- contexts
- research
- method types
- foundation_model
- reported name
- Evo
- 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: Evo fine-tuned on IS200/IS605 elements (Nguyen et al. 2024)
- configuration of: Evo 1 (Evo 2 paper variant effect evaluations)
- configuration of: evo-1-131k (GENEB leaderboard)
- configuration of: Evo1-131K-Base (ViroBench classification)
- configuration of: Evo1.5-8K-Base (ViroBench classification)
- configuration of: Evo1-8K-Base (ViroBench classification)
- configuration of: Evo 1.5 (RNAGym fitness leaderboard v0.1.1)
- configuration of: Evo 1 (RNAGym fitness leaderboard v0.1.1)
- configuration of: EVO1.5 (8k_base) (zero-shot, Wang et al. 2026)
- configuration of: EVO1 (8k_base) (zero-shot, Wang et al. 2026)