Skip to main content

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.

yuvstk

bert-grammar-error-detection

yuvstk/bert-grammar-error-detection
Model details
text classificationLicense: apache-2.0SHA-256 recorded for 6 of 10 filessafetensors · BIN

Content controls: not assessed.

The catalog lists this model for sorting text into categories. Catalog sources: license, cardMetadata.license, baseModel, task, cardMetadata.pipelineTag.

Quick answer: compatibility and sources

Can I run bert-grammar-error-detection 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.

bert-grammar-error-detection is an open-weights language model for text 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: b9d1790417a080510b11e2e79c59935be66ec4ff4c40467872b7c2fad8c0508d. 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-yuvstk-bert-grammar-error-detection.
  • Open /artifact/hf-model-yuvstk-bert-grammar-error-detection/files for this exact filenames, availability and any recorded SHA-256.
  • Open /evidence/artifacts/hf-model-yuvstk-bert-grammar-error-detection for run-readiness evidence tied to that record; absent receipts stay unmeasured.
  • Open /api/artifacts/hf-model-yuvstk-bert-grammar-error-detection/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
b9d17904…d8c0508db9d1790417a080510b11e2e79c59935be66ec4ff4c40467872b7c2fad8c0508d
HostedDownload
training_args.bin5.84 KB
4118c1cb…cd2ac3a24118c1cbdc5de40842c4ebfee1932c47b01a662a02556f1415d8f96bcd2ac3a2
Upstream onlyFile metadata
Tokenizer & config
config.json632 bytes
e04aa4eb…028f4f32e04aa4eb1810e342d1a231a26274328899b8a6be24b82912d6eac11a028f4f32
HostedDownload
tokenizer.json711.5 KB
8406160b…64eb54168406160b692103eb0af606ffd0d7963678491aa8719a131fd165927e64eb5416
HostedDownload
tokenizer_config.json1.22 KB
1f92c93d…c72d5d771f92c93d2e31974acffab86d48e80a9357acb18c68346c5472ef1d12c72d5d77
HostedDownload
train_meta.json403 bytes—Upstream onlyFile metadata
vocab.txt231.5 KB—Upstream onlyFile metadata
special_tokens_map.json125 bytes
b6d346be…76237ee3b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3
HostedDownload
Docs
.gitattributes1.52 KB—Upstream onlyFile metadata
README.md6.7 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.

Similar hosted models

Explore hosted models