NT-1000G: family Nucleotide Transformer
NT-1000G and NT-V2 explicitly expanded to Nucleotide Transformer in paper; no 50M checkpoint attribution.
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.
12 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.field links:family:discovery-model-nucleotide-transformer Context-only references | BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks BEND Table 2 model inventory, Table 3 NT-1000G/NT-V2 rows and Related work NT paragraph; source-labelled configuration NT-1000G | Existing reviewed locator: Table 3, row(NT-1000G) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.field links:family:discovery-model-nucleotide-transformer Context-only references | instadeepai/nucleotide-transformer: docs/nucleotide_transformer.md BEND Table 2 model inventory, Table 3 NT-1000G/NT-V2 rows and Related work NT paragraph; source-labelled configuration NT-1000G | Existing reviewed locator: Table 3, row(NT-1000G) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2dc37b86e16a6970fbc731751f7719d9f676f7f9 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.source_locator BEND Table 2 model inventory, Table 3 NT-1000G/NT-V2 rows and Related work NT paragraph; source-labelled configuration NT-1000G | Existing reviewed locator: Table 3, row(NT-1000G) Context-only references | BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks BEND Table 2 model inventory, Table 3 NT-1000G/NT-V2 rows and Related work NT paragraph; source-labelled configuration NT-1000G | Existing reviewed locator: Table 3, row(NT-1000G) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_locator BEND Table 2 model inventory, Table 3 NT-1000G/NT-V2 rows and Related work NT paragraph; source-labelled configuration NT-1000G | Existing reviewed locator: Table 3, row(NT-1000G) Context-only references | instadeepai/nucleotide-transformer: docs/nucleotide_transformer.md BEND Table 2 model inventory, Table 3 NT-1000G/NT-V2 rows and Related work NT paragraph; source-labelled configuration NT-1000G | Existing reviewed locator: Table 3, row(NT-1000G) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2dc37b86e16a6970fbc731751f7719d9f676f7f9 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.target_id discovery-model-nucleotide-transformer Context-only references | BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks BEND Table 2 model inventory, Table 3 NT-1000G/NT-V2 rows and Related work NT paragraph; source-labelled configuration NT-1000G | Existing reviewed locator: Table 3, row(NT-1000G) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.target_id discovery-model-nucleotide-transformer Context-only references | instadeepai/nucleotide-transformer: docs/nucleotide_transformer.md BEND Table 2 model inventory, Table 3 NT-1000G/NT-V2 rows and Related work NT paragraph; source-labelled configuration NT-1000G | Existing reviewed locator: Table 3, row(NT-1000G) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2dc37b86e16a6970fbc731751f7719d9f676f7f9 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| description NT-1000G and NT-V2 explicitly expanded to Nucleotide Transformer in paper; no 50M checkpoint attribution. Context-only references | BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks BEND Table 2 model inventory, Table 3 NT-1000G/NT-V2 rows and Related work NT paragraph; source-labelled configuration NT-1000G | Existing reviewed locator: Table 3, row(NT-1000G) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| description NT-1000G and NT-V2 explicitly expanded to Nucleotide Transformer in paper; no 50M checkpoint attribution. Context-only references | instadeepai/nucleotide-transformer: docs/nucleotide_transformer.md BEND Table 2 model inventory, Table 3 NT-1000G/NT-V2 rows and Related work NT paragraph; source-labelled configuration NT-1000G | Existing reviewed locator: Table 3, row(NT-1000G) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2dc37b86e16a6970fbc731751f7719d9f676f7f9 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| Relationship: subject bend-method-nt-1000g Context-only references | BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks BEND Table 2 model inventory, Table 3 NT-1000G/NT-V2 rows and Related work NT paragraph; source-labelled configuration NT-1000G | Existing reviewed locator: Table 3, row(NT-1000G) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: subject bend-method-nt-1000g Context-only references | instadeepai/nucleotide-transformer: docs/nucleotide_transformer.md BEND Table 2 model inventory, Table 3 NT-1000G/NT-V2 rows and Related work NT paragraph; source-labelled configuration NT-1000G | Existing reviewed locator: Table 3, row(NT-1000G) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2dc37b86e16a6970fbc731751f7719d9f676f7f9 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
Sources and history
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: source checked
2 source records and release history
- BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks · Original source · Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
- instadeepai/nucleotide-transformer: docs/nucleotide_transformer.md · Original source · 2dc37b86e16a6970fbc731751f7719d9f676f7f9
Technical metadata and extraction receipts
Stable ID: model-evaluation-identity-3c65bd4ef83d7dbadfe1
- areas
- dna-genomes
- field
- links:family:discovery-model-nucleotide-transformer
- target id
- discovery-model-nucleotide-transformer
- source locator
- BEND Table 2 model inventory, Table 3 NT-1000G/NT-V2 rows and Related work NT paragraph; source-labelled configuration NT-1000G | Existing reviewed locator: Table 3, row(NT-1000G)
- review
- method: automated_source_review; date: 2026-09-23; note: Source review establishes this relationship only. Exact evaluated configurations and original numerical review status remain unchanged. NT-1000G and NT-V2 explicitly expanded to Nucleotide Transformer in paper; no 50M checkpoint attribution.
Related records
- subject: NT-1000G