# chuhac/BiomedCLIP-vit-bert-hf

Model from Hugging Face for zero shot classification: chuhac/BiomedCLIP-vit-bert-hf · transformers

## Facts

- Type: LLM
- Task: zero-shot-classification
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/chuhac/BiomedCLIP-vit-bert-hf
- Hosting: hosted (6 files)
- Files: 6 hosted of 11 listed
- 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: 6 files, 784.3 MB
- Full repo upstream: 1.57 GB
- Recommended file: 1.57 GB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-chuhac-biomedclip-vit-bert-hf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-chuhac-biomedclip-vit-bert-hf/download-plan)
- Per-file SHA-256: available for 6 of 6 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-chuhac-biomedclip-vit-bert-hf/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: 9771
- Stars: 8
- Card completeness: 92%

## Description

External Hugging Face catalog record for chuhac/BiomedCLIP-vit-bert-hf. Task: zero shot classification. Library: transformers. Languages: en. Popularity signal at import: 1,029 downloads and 8 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: zero-shot-classification
- Library: transformers
- Task categories: zero-shot-classification
- Languages: en
- File hints: 11 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (546 B)
- config.json (2.8 KB)
- configuration_biomed_clip.py (2.6 KB)
- model.safetensors (747 MB) LFS
- modeling_biomed_clip.py (39 KB)
- preprocessor_config.json (349 B)
- processing_biomed_clip.py (7.0 KB)
- pytorch_model.bin (747 MB) LFS
- tokenizer.json (663 KB)
- tokenizer_config.json (394 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: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-08-29T08:45:23.580Z.
- Open license detected as mit.
- 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-chuhac-biomedclip-vit-bert-hf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-chuhac-biomedclip-vit-bert-hf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-chuhac-biomedclip-vit-bert-hf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-chuhac-biomedclip-vit-bert-hf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-chuhac-biomedclip-vit-bert-hf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-chuhac-biomedclip-vit-bert-hf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-chuhac-biomedclip-vit-bert-hf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-chuhac-biomedclip-vit-bert-hf/decentralized-fallbacks