Strengths supported by sources
- Provides a representation specifically pretrained on coding RNA.ml4bio/RNA-FM official source · README.md: introduction, mRNA-FM subsection
model · family
mRNA-FM
mRNA-FM is the coding-sequence extension of RNA-FM, intended to represent messenger RNA coding regions.
Shared profile: RNA-FM. This page retains the exact record and its evaluation context.
At a glance
Explanatory profile: source reviewed · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Training modality | Repository reports 45 million mRNA coding sequencesml4bio/RNA-FM official source · README.md: introduction, mRNA-FM subsection |
| Configuration in this record | codon-tokenisedml4bio/RNA-FM official source · README.md: introduction, mRNA-FM subsection |
| Model type | Not extracted or verified for this record. |
| Context limits | Not extracted or verified for this record. |
| Access | Not extracted or verified for this record. |
| Code licence | Not extracted or verified for this record. |
| Weights licence | Not extracted or verified for this record. |
How it works
Schematic of the documented input, computation and output; not an executable configuration.
Read the diagram as text
- Coding sequence
- mRNA-FM input tokens
- Pretrained encoder
- Embeddings
- Downstream predictor
Coding sequences are converted into model tokens and processed by the pretrained sequence encoder. Its output supplies embeddings for a downstream predictor. The input preparation differs from the ncRNA model.
ml4bio/RNA-FM official source · README.md: introduction, mRNA-FM subsectionBenchmarks and results
Release 2026-09-16-d74d282221a9 · 0 evaluations · 0 metric rows. Different protocols are not a single leaderboard.
No evaluations linked in this release.
Strengths and limitations
Limitations and conditions
- Coding-sequence training does not establish performance on UTR-only inputs or other non-coding RNA.ml4bio/RNA-FM official source · README.md: introduction, mRNA-FM subsection
Profile review details
Primary project documentation or paper inspected for the explanatory claims and cited locations. Reviewed coverage concerns this narrative, not complete metadata, independent reproduction or a performance ranking.
Stable record: catalog-model-mrna-fmSources and history
Release 2026-09-16-d74d282221a9 · Record review: discovered
- mRNA-FM official resource · Original source · Not reported
- ml4bio/RNA-FM official source · Original source · 348951516e0963d22bbb33b3c9fc18c89081d38e
Technical metadata and extraction receipts
Stable ID: catalog-model-mrna-fm
- areas
- rna-transcriptomes
- method types
- foundation model
- entity level
- family
- version
- codon-tokenised
- reported name
- mRNA-FM
- access
- Public checkpoint trained on coding sequences (CDS); input must be codon aligned. UTR-only sequences are outside its training modality.
- method type
- foundation model
- missing metadata
- checkpoint revision: not_yet_extracted; training data: not_yet_extracted; licence: not_yet_extracted
Related records
- variant of: RNA-FM
- subject: mRNA-FM: variant of RNA-FM