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AI models that run on this device.

Two small chat models run in a computer’s browser here; every other model is a file you download.

d4data

biomedical-ner-all

d4data/biomedical-ner-all
Model details
token classificationLicense: apache-2.0SHA-256 recorded for 8 of 9 filessafetensors · BIN

Content controls: not assessed.

The catalog lists this model for labeling parts of text. Catalog sources: license, cardMetadata.license, task, cardMetadata.pipelineTag.

Quick answer: compatibility and sources

Can I run biomedical-ner-all on my computer?

It depends on your memory, processor, file format and runtime. Hugging Bay offers 8 hosted files; check the file list for the exact selection. A file-size fit is an estimate, not a successful run or speed promise. Read the license before use.

biomedical-ner-all is an open-weights language model for token classification. Model weights are learned parameters; a runtime loads them. A hosted file is an individual file Hugging Bay can serve. SHA-256 identifies exact file bytes. The availability date above applies to this file record, not the upstream metadata update date.

As of the recorded file availability check on .

Recorded SHA-256 for model.safetensors: d744b846a71ce6ccdb49d7bfe5097eadc41e766ffd28481e1636ed796e820165. Exact file evidence · Machine-readable source facts · Run evidence and any recorded receipts. A checksum fingerprints only the named file bytes; it does not prove safety, quality, a complete multi-file selection or a successful run.

Updated · Page-copy source revision 8871bab84e1cf80aea1686a944ec335078a6c036 · Source files: apps/web/lib/model-page-template.mjs, apps/web/lib/model-page-v3.mjs, apps/web/lib/aeo-page.mjs · Full revision record

Model metadata: As of at the model source. Popularity counters are source-reported, not measured by Hugging Bay. Availability checked .

Key facts

Catalog record
Summarizes upstream metadata; it is not itself a download or run receipt.
File evidence
Lists exact filenames, availability and any recorded SHA-256 for individual files.
Run evidence
Reports measured results only when a receipt exists for named file bytes and a setup; otherwise unmeasured.
Checksum scope
SHA-256 fingerprints one file’s bytes; it does not prove safety, quality or a multi-file bundle.

Evidence you can inspect (plain text)

  • This page’s quick answer names the file record for hf-model-d4data-biomedical-ner-all.
  • Open /artifact/hf-model-d4data-biomedical-ner-all/files for this exact filenames, availability and any recorded SHA-256.
  • Open /evidence/artifacts/hf-model-d4data-biomedical-ner-all for run-readiness evidence tied to that record; absent receipts stay unmeasured.
  • Open /api/artifacts/hf-model-d4data-biomedical-ner-all/card.md for machine-readable source facts (not a runtime test).
  • A matching checksum on this page fingerprints only the named bytes shown in file evidence.

Unmeasured states are stated explicitly; this page does not invent run scores or compatibility guarantees.

Which date applies to which fact

  • File availability check:
  • Committed page-copy sources:
  • Upstream model metadata: Dates on artifact records when shown; not implied by page-copy revision
  • Run receipts: Only on /evidence pages when recorded; otherwise unmeasured

Page-copy revision (Updated line above) identifies committed text sources, not upstream model edits or test outcomes.

8 hosted of 9 listed

Hashes recorded. Date not recorded.

FileTailleSHA-256SourceTélécharger
Weights
model.safetensors265.7 MB
d744b846…6e820165d744b846a71ce6ccdb49d7bfe5097eadc41e766ffd28481e1636ed796e820165
HostedTélécharger
pytorch_model.bin265.7 MB
b027673a…d269f547b027673a3307002bc2c34795e627691e1a0b906ee3480036fb9a5b06d269f547
HostedTélécharger
Tokenizer & config
config.json5 KB
8441374a…981e20ed8441374a5e33099b00da344bd19eb6ed67e697bd54c0720d0e97e714981e20ed
HostedTélécharger
tokenizer.json711.5 KB
435667fa…32fc9518435667fab0c06c165b1283ecb422497c37124f2d6a35b2ac73dc876332fc9518
HostedTélécharger
tokenizer_config.json373 bytes
7070b097…b7e6382e7070b097c5c26dd42e3810db48bf58a9ed1785440cf3b9cf5cded238b7e6382e
HostedTélécharger
vocab.txt231.5 KB
07eced37…992038a307eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3
HostedTélécharger
special_tokens_map.json125 bytes
b6d346be…76237ee3b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3
HostedTélécharger
Docs
.gitattributes1.23 KB—Upstream onlyFile metadata
README.md3.06 KB
fb70f13f…a2120265fb70f13f418fe0d2728982ba050df3daa47f595f19f6858221b64200a2120265
HostedTélécharger

Vérifier un téléchargement

In the folder where you saved README.md, run:

macOS
shasum -a 256 -- 'README.md'
Linux
sha256sum -- 'README.md'
Windows
Get-FileHash -LiteralPath 'README.md' -Algorithm SHA256

Compare the result with the recorded SHA-256.

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