# devon7y/Toronto-Mans-4B

Model from Hugging Face for text generation: devon7y/Toronto-Mans-4B · transformers

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/devon7y/Toronto-Mans-4B/blob/main/LICENSE)
- Source: https://huggingface.co/devon7y/Toronto-Mans-4B
- Hosting: hosted (9 files)
- Files: 9 hosted of 13 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: at least 9 listed files; full count and size unknown
- Full repo upstream: 8.43 GB
- Parameters: 4B
- Download: https://huggingbay.xyz/artifact/hf-model-devon7y-toronto-mans-4b/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-devon7y-toronto-mans-4b/download-plan)
- Per-file SHA-256: available for 8 of 9 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-devon7y-toronto-mans-4b/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: 653
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for devon7y/Toronto-Mans-4B. Task: text generation. Library: transformers. Languages: en. Datasets referenced by card metadata: devon7y/toronto-slang-lexicon. Base model: Qwen/Qwen3.5-4B. Popularity signal at import: 653 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Base model: Qwen/Qwen3.5-4B
- Task categories: text-generation
- Languages: en
- Referenced datasets: devon7y/toronto-slang-lexicon
- File hints: 13 upstream file samples

## Referenced Data

- Dataset: devon7y/toronto-slang-lexicon

## File Hints

- .gitattributes (1.5 KB)
- LICENSE (11 KB)
- README.md (15 KB)
- SYSTEM_PROMPT.txt (2.0 KB)
- chat_template.jinja (7.6 KB)
- config.json (1.9 KB)
- generation_config.json (206 B)
- model-00001-of-00002.safetensors (4.6 GB) LFS
- model-00002-of-00002.safetensors (3.2 GB) LFS
- model.safetensors.index.json (41 KB)
- postprocess.py (1.6 KB)
- tokenizer.json (19 MB) 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 2026-09-22T21:56:13.545Z.
- Open license detected as apache-2.0.
- Model card references dataset context: devon7y/toronto-slang-lexicon.
- 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-devon7y-toronto-mans-4b
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-devon7y-toronto-mans-4b/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-devon7y-toronto-mans-4b/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-devon7y-toronto-mans-4b/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-devon7y-toronto-mans-4b
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-devon7y-toronto-mans-4b/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-devon7y-toronto-mans-4b&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-devon7y-toronto-mans-4b/decentralized-fallbacks