Runtime (Mean wall time per IA3 fine-tuning run) of Nucleotide Transformer 2.5B-parameter models, IA3 fine-tuning (Dalla-Torre et al. 2025) on NT benchmark, all 18 tasks
50 Runtime (Mean wall time per IA3 fine-tuning run)
Methods
- Tested configuration
- Nucleotide Transformer 2.5B-parameter models, IA3 fine-tuning (Dalla-Torre et al. 2025)
- Protocol
- Nucleotide Transformer IA3 fine-tuning run time (Dalla-Torre et al. 2025 Methods 'Hardware')
- Dataset
- NT benchmark, all 18 tasks
- Procedure
- Nucleotide Transformer IA3 fine-tuning run time (Dalla-Torre et al. 2025 Methods 'Hardware')
- Evaluation
- NT 2.5B-parameter models IA3 fine-tuning run time (Dalla-Torre et al. 2025)
- Coverage
- Not reported scored / Not reported eligible
- Uncertainty
- Not reported by the source
- Evidence
- Author-reported evaluation · source checkedNucleotide Transformer: building and evaluating robust foundation models for human genomics (Nature Methods) · Methods, 'Data preparation > Hardware', paragraph 1: 'On average, a fine-tuning run lasted 20 min for the 500M-parameter models and 50 min for the 2.5B-parameter models.'
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: source checked. Source checked does not mean independently reproduced.
Reproduction
- Split
- Not reported
- Adaptation
- IA3 fine-tuning
- Scoring implementation
- Not reported
No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.
Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
1 evidence row matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Reported result 50 Individual claims | Nucleotide Transformer: building and evaluating robust foundation models for human genomics (Nature Methods) Methods, 'Data preparation > Hardware', paragraph 1: 'On average, a fine-tuning run lasted 20 min for the 500M-parameter models and 50 min for the 2.5B-parameter models.' Version: Nature Methods 22, 287-297 (published online 2024-11-28); PMC11810778 full-text XML | source checked ["source-hash-verification","independent-cell-check"] · 2026-10-14 author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsValue matches. Conflicts with the Discussion's 'under 15 min on a single GPU' (source concern confirmed). Transcribed, not reproduced. Field: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record Extraction artifact SHA-256: |
Sources and history
Release 2026-10-22-1b7cf027e4f6 · Record review: source checked
1 source record and release history
- Nucleotide Transformer: building and evaluating robust foundation models for human genomics (Nature Methods) · Original source · Nature Methods 22, 287-297 (published online 2024-11-28); PMC11810778 full-text XML
Technical metadata and extraction receipts
Stable ID: gfm-guide-20261014-result-nt-2-5b-ia3-fine-tuning-runtime
- metric
- runtime
- metric direction
- lower
- unit
- minute
- printed value
- 50
- numeric value
- 50
- source locator
- Methods, 'Data preparation > Hardware', paragraph 1: 'On average, a fine-tuning run lasted 20 min for the 500M-parameter models and 50 min for the 2.5B-parameter models.'
- missing metadata
- uncertainty: reason: unreported
- review
- method: source-hash-verification; independent-cell-check; method note: Methods 'Data preparation > Hardware' paragraph 1 sentence asserted verbatim in the reviewer's ElementTree text of the XML (review/check_gfm_guide.py); XML SHA-256 matches.; reviewer: claude; reviewer note: Independent Claude (Opus 5.5) review agent for PR #150; did not extract this batch; no human review claimed; date: 2026-10-14; artifact sha256: 7c3b78a4f38ef053a08e466222e5662dd9711d91c535512d0b35d459d1fc7249; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11810778/fullTextXML; note: Value matches. Conflicts with the Discussion's 'under 15 min on a single GPU' (source concern confirmed). Transcribed, not reproduced.
- metric qualifier
- Mean wall time per IA3 fine-tuning run
- unit detail
- Printed as '50 min'
- hardware
- One node of eight NVIDIA A100 GPUs