HyenaDNA vs Caduceus
HyenaDNA: Long-range genomic foundation model at single-nucleotide resolution. Caduceus: Bidirectional, reverse-complement-equivariant DNA language model.
Facts below come from each project's own website, repository and paper. We don't publish benchmark claims here; see the papers for evaluations. Shared tags: dna-lm.
| Field | HyenaDNA | Caduceus |
|---|---|---|
| Input length / context | Up to 1M tokens | — |
| Resolution | Single nucleotide | — |
| Species | Human (hg38) | Human (hg38 pretraining) |
| Tasks | Language modeling, fine-tuning | RC-equivariant bidirectional DNA LM; long-range variant effect prediction |
| License | Apache-2.0 | Apache-2.0 |
| Pricing | Open source | Open source |
| Released | 2023-06-27 | 2024-03-05 |
| Paper | Link | Link |
| GitHub | GitHub | GitHub |
| GitHub stars | 810 | 253 |
| Interface | Package, Docker, Colab | — |
License and commercial use
| Field | HyenaDNA | Caduceus |
|---|---|---|
| Code license | Apache-2.0 | Apache-2.0 |
| Weights license | — | — |
| Commercial use | Permissive (commercial OK) | Permissive (commercial OK) |
| Answer | Yes. The recorded license is permissive, so closed-source commercial use is allowed if you keep the notices. Details | Yes. The recorded license is permissive, so closed-source commercial use is allowed if you keep the notices. Details |
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