Result

Accelerator time (Training stage 'Pre-training 8 kb' (10.5T tokens)) of NTv3 650M training run (Boshar et al. 2025) on NTv3 training data, all stages (Boshar et al. 2025)

6,736 Accelerator time (Training stage 'Pre-training 8 kb' (10.5T tokens))

Methods

Tested configuration: NTv3 650M training run (Boshar et al. 2025)
Protocol: NTv3 H100 GPU-hours per training stage (Boshar et al. 2025 Table 5)
Dataset: NTv3 training data, all stages (Boshar et al. 2025)
Procedure: NTv3 H100 GPU-hours per training stage (Boshar et al. 2025 Table 5)
Evaluation: NTv3 650M training GPU-hours (Boshar et al. 2025 Table 5)
Coverage: Not reported scored / Not reported eligible
Uncertainty: Not reported by the source
Evidence: Author-reported evaluation · source checkedA foundational model for joint sequence-function multi-species modeling at scale for long-range genomic prediction (NTv3), bioRxiv v1 · Table 5 (page 34), row '650M', column 'Pre-training 8 kb'

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 applicable
Adaptation: Training from scratch through each stage
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

Claims, original sources and review scope · Release 2026-10-22-1b7cf027e4f6
Property and statement	Original source and location	Review and provenance
Reported result 6,736 Individual claims	A foundational model for joint sequence-function multi-species modeling at scale for long-range genomic prediction (NTv3), bioRxiv v1 Original source ↗ Table 5 (page 34), row '650M', column 'Pre-training 8 kb' Version: bioRxiv v1, posted 2025-12-25 (dated 2025-12-22 on the title page) Retrieved: 2026-10-14T12:05:27Z	source checked ["pdf-text-parse","independent-cell-check"] · 2026-10-14 author reported Audit details Value matches. Transcribed, not reproduced. Field: `attributes.printed_value` Source artifact SHA-256: `374a7177ebf75bf9ce6398624a74e4d588581d54a13ba12263d146b194b961ea` Hash scope: SHA-256 of one retrieval of the bioRxiv PDF (2026-10-14T12:05:27Z). bioRxiv stamps the PDF on each download (XMP ModifyDate, MetadataDate, DocumentID and InstanceID, the Info ModDate and the trailer /ID), so later retrievals differ. The extractor's copy was not retained, so the pinned bytes could not be re-verified. The independent reviewer's retrieval on 2026-10-14 (15,535,038 bytes, 107 pages, ModDate D:20261014041002-07'00') had SHA-256 082ea9b096d634cad3fc568465ef887d2529060909777685261cfc0bb43fcbee; all 13 Table 5 cells and the quoted section 4.4.4 and Results sentences match in that copy. Inspected artifact Extraction artifact SHA-256: `374a7177ebf75bf9ce6398624a74e4d588581d54a13ba12263d146b194b961ea` Extraction artifact

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Sources and history

Release 2026-10-22-1b7cf027e4f6 · Record review: source checked

1 source record and release history

A foundational model for joint sequence-function multi-species modeling at scale for long-range genomic prediction (NTv3), bioRxiv v1 · Original source · bioRxiv v1, posted 2025-12-25 (dated 2025-12-22 on the title page)

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Technical metadata and extraction receipts

Stable ID: gfm-guide-20261014-result-ntv3-650m-pre-training-8-kb-gpu-hours

metric: accelerator-time
metric direction: lower
unit: hour
printed value: 6,736
numeric value: 6736
source locator: Table 5 (page 34), row '650M', column 'Pre-training 8 kb'
missing metadata: uncertainty: reason: unreported
review: method: pdf-text-parse; independent-cell-check; method note: Table 5 (page 34) parsed by the reviewer's script (review/check_gfm_guide.py) from pdftotext -layout of a fresh copy (SHA-256 082ea9b096d634cad3fc568465ef887d2529060909777685261cfc0bb43fcbee, 107 pages; bioRxiv stamps each download, see hash_scope); caption, row labels and five columns asserted.; 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: 374a7177ebf75bf9ce6398624a74e4d588581d54a13ba12263d146b194b961ea; retrieval url: https://www.biorxiv.org/content/biorxiv/early/2025/12/25/2025.12.22.695963.full.pdf; note: Value matches. Transcribed, not reproduced.
metric qualifier: Training stage 'Pre-training 8 kb' (10.5T tokens)
unit detail: H100 GPU-hours

Related records

evaluation: NTv3 650M training GPU-hours (Boshar et al. 2025 Table 5)

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