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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.

ukr-models

uk-punctcase

ukr-models/uk-punctcase
Model details
token classificationLicense: mitSHA-256 recorded for 7 of 10 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 uk-punctcase on my computer?

It depends on your memory, processor, file format and runtime. Hugging Bay offers 5 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.

uk-punctcase 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: e215783b64cf4ff8d839212e01443713810feda99f430627ad49fdc0bd971a0b. 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-ukr-models-uk-punctcase.
  • Open /artifact/hf-model-ukr-models-uk-punctcase/files for this exact filenames, availability and any recorded SHA-256.
  • Open /evidence/artifacts/hf-model-ukr-models-uk-punctcase for run-readiness evidence tied to that record; absent receipts stay unmeasured.
  • Open /api/artifacts/hf-model-ukr-models-uk-punctcase/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.

5 hosted of 10 listed

Hashes recorded. Date not recorded.

FileSizeSHA-256SourceDownload
Weights
model.safetensors438 MB
e215783b…bd971a0be215783b64cf4ff8d839212e01443713810feda99f430627ad49fdc0bd971a0b
HostedDownload
pytorch_model.bin438 MB
4aae24eb…8b5e3ebf4aae24ebc41264fbeff76d86e5264e6c5cc05c9f0418c892fa9bda3b8b5e3ebf
Upstream onlyFile metadata
Tokenizer & config
config.json1.52 KB
46f32ed1…8c097fb046f32ed17b6350a39a557a55e2a243b5ee638e0c79fb7f902fc84ed58c097fb0
HostedDownload
get_predictions.py3.03 KB—Upstream onlyFile metadata
sentencepiece.bpe.model854.2 KB
e60d59d1…55f78febe60d59d103a3650d675c36c75b3a9c4b47e2c494eeea699f21ccd6e055f78feb
Upstream onlyFile metadata
tokenizer.json2.37 MB
e275e964…3ada2e9be275e96467d345570c01ff87ee9644b1ef42e5d8662f844334c03fdf3ada2e9b
HostedDownload
tokenizer_config.json508 bytes
6271f79e…c3a041666271f79e6d7f6cbd6abe5246d8423faa161706de4ece7b751fb44eb7c3a04166
HostedDownload
special_tokens_map.json279 bytes
d5469a60…77b1b535d5469a60db23249c7f8945013d78df30b44b6bf686c6bb4740f4223f77b1b535
HostedDownload
Docs
.gitattributes1.23 KB—Upstream onlyFile metadata
README.md1.91 KB—Upstream onlyFile metadata

Check a download

In the folder where you saved config.json, run:

macOS
shasum -a 256 -- 'config.json'
Linux
sha256sum -- 'config.json'
Windows
Get-FileHash -LiteralPath 'config.json' -Algorithm SHA256

Compare the result with the recorded SHA-256.

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