# clapAI/mmBERT-small-multilingual-sentiment

Model from Hugging Face for text classification: clapAI/mmBERT-small-multilingual-sentiment · transformers

## Facts

- Type: LLM
- Task: text-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/clapAI/mmBERT-small-multilingual-sentiment
- Hosting: hosted (7 files)
- Files: 7 hosted of 9 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: 7 files, 315.9 MB
- Full repo upstream: 315.9 MB
- Recommended file: 281.3 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-clapai-mmbert-small-multilingual-sentiment/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-clapai-mmbert-small-multilingual-sentiment/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-clapai-mmbert-small-multilingual-sentiment/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: 282
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for clapAI/mmBERT-small-multilingual-sentiment. Task: text classification. Library: transformers. Languages: en, zh, vi, ko, ja, ar, de, es. Datasets referenced by card metadata: clapAI/MultiLingualSentiment. Base model: jhu-clsp/mmBERT-small. Popularity signal at import: 281 downloads and 1 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: text-classification
- Library: transformers
- Base model: jhu-clsp/mmBERT-small
- Task categories: text-classification
- Languages: en, zh, vi, ko, ja, ar, de, es
- Referenced datasets: clapAI/MultiLingualSentiment
- Metrics: f1, precision, recall
- Model-index entries: mmBERT-small-multilingual-sentiment
- File hints: 9 upstream file samples

## Referenced Data

- Dataset: clapAI/MultiLingualSentiment

## File Hints

- .gitattributes (1.5 KB)
- README.md (5.4 KB)
- config.json (1.4 KB)
- model.safetensors (268 MB) LFS
- special_tokens_map.json (1.0 KB)
- tokenizer.json (33 MB) LFS
- tokenizer_config.json (45 KB)
- trainer_state.json (132 KB)
- training_args.bin (7.0 KB) LFS

## 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 2026-08-30T00:49:35.411Z.
- Open license detected as mit.
- Model-index metadata found for mmBERT-small-multilingual-sentiment.
- Model card references dataset context: clapAI/MultiLingualSentiment.
- 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-clapai-mmbert-small-multilingual-sentiment
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-clapai-mmbert-small-multilingual-sentiment/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-clapai-mmbert-small-multilingual-sentiment/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-clapai-mmbert-small-multilingual-sentiment/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-clapai-mmbert-small-multilingual-sentiment
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-clapai-mmbert-small-multilingual-sentiment/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-clapai-mmbert-small-multilingual-sentiment&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-clapai-mmbert-small-multilingual-sentiment/decentralized-fallbacks