# FredZhang7/one-for-all-toxicity-v3

Model from Hugging Face for text classification: FredZhang7/one-for-all-toxicity-v3 · transformers

## Facts

- Type: LLM
- Task: text-classification
- Framework: transformers
- License: cc-by-4.0 — cc-by-4.0: commercial use, modification, and redistribution are permitted with attribution. (https://spdx.org/licenses/CC-by-4.0.html)
- Source: https://huggingface.co/FredZhang7/one-for-all-toxicity-v3
- Hosting: hosted (5 files)
- Files: 5 hosted of 10 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: 5 files, 714.4 MB
- Full repo upstream: 1.63 GB
- Recommended file: 711.4 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-fredzhang7-one-for-all-toxicity-v3/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-fredzhang7-one-for-all-toxicity-v3/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-fredzhang7-one-for-all-toxicity-v3/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: 61
- Stars: 19
- Card completeness: 96%

## Description

External Hugging Face catalog record for FredZhang7/one-for-all-toxicity-v3. Task: text classification. Library: transformers. Languages: ar, es, pa, th, et, fr, fi, hu. Datasets referenced by card metadata: FredZhang7/toxi-text-3M. Popularity signal at import: 79 downloads and 19 likes.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: text-classification
- Library: transformers
- Task categories: text-classification
- Languages: ar, es, pa, th, et, fr, fi, hu
- Referenced datasets: FredZhang7/toxi-text-3M
- File hints: 10 upstream file samples

## Referenced Data

- Dataset: FredZhang7/toxi-text-3M

## File Hints

- .gitattributes (2.0 KB)
- README.md (3.1 KB)
- config.json (883 B)
- model.safetensors (678 MB) LFS
- pytorch_model.bin (679 MB) LFS
- special_tokens_map.json (125 B)
- tensorflow.dll (192 MB) LFS
- tokenizer.json (2.8 MB)
- tokenizer_config.json (315 B)
- vocab.txt (972 KB)

## 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 2026-09-24T17:26:20.904Z.
- Open license detected as cc-by-4.0.
- Model card references dataset context: FredZhang7/toxi-text-3M.
- 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-fredzhang7-one-for-all-toxicity-v3
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-fredzhang7-one-for-all-toxicity-v3/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-fredzhang7-one-for-all-toxicity-v3/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-fredzhang7-one-for-all-toxicity-v3/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-fredzhang7-one-for-all-toxicity-v3
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-fredzhang7-one-for-all-toxicity-v3/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-fredzhang7-one-for-all-toxicity-v3&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-fredzhang7-one-for-all-toxicity-v3/decentralized-fallbacks