# Twitter/twhin-bert-large

Model from Hugging Face for fill mask: Twitter/twhin-bert-large · transformers

## Facts

- Type: LLM
- Task: fill-mask
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/Twitter/twhin-bert-large
- Hosting: hosted (5 files)
- Files: 7 listed, none hosted here
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: full count and size unknown
- Full repo upstream: 4.51 GB
- Recommended file: 4.49 GB (2 files)
- Download: https://huggingface.co/Twitter/twhin-bert-large
- Per-file SHA-256: available for 0 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-twitter-twhin-bert-large/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 264
- Stars: 43
- Card completeness: 92%

## Description

External Hugging Face catalog record for Twitter/twhin-bert-large. Task: fill mask. Library: transformers. Languages: en, ja, pt, es, ko, ar, tr, th. Popularity signal at import: 264 downloads and 43 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: fill-mask
- Library: transformers
- Task categories: fill-mask
- Languages: en, ja, pt, es, ko, ar, tr, th
- Paper ids: 2209.07562
- File hints: 8 upstream file samples

## Referenced Data

- Paper: 2209.07562

## File Hints

- .gitattributes (1.5 KB)
- README.md (3.4 KB)
- config.json (634 B)
- model.safetensors (2.1 GB) LFS
- pytorch_model.bin (2.1 GB) LFS
- special_tokens_map.json (239 B)
- tokenizer.json (16 MB) LFS
- tokenizer_config.json (373 B)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-23T06:55:21.652Z.
- Open license detected as apache-2.0.
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-twitter-twhin-bert-large
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-twitter-twhin-bert-large/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-twitter-twhin-bert-large/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-twitter-twhin-bert-large/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-twitter-twhin-bert-large/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-twitter-twhin-bert-large/decentralized-fallbacks