# yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64

Model from Hugging Face for text generation: yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64 · mlx

## Facts

- Type: LLM
- Task: text-generation
- Framework: mlx
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64/blob/main/LICENSE)
- Source: https://huggingface.co/yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64
- Hosting: hosted (12 files)
- Files: 12 hosted of 16 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 12 listed files; full count and size unknown
- Full repo upstream: 16 GB
- Parameters: 27B
- Download: https://huggingbay.xyz/artifact/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/download-plan)
- Per-file SHA-256: available for 12 of 12 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/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: 1852
- Stars: 1
- Card completeness: 92%

## Description

External Hugging Face catalog record for yc777/Qwen3.8-27B-MTPLX-Optimized-Speed-M3Max-Q4G64. Task: text generation. Library: mlx. Languages: en. Popularity signal at import: 1,852 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: mlx
- Task categories: text-generation
- Languages: en
- File hints: 14 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- LICENSE (11 KB)
- README.md (3.8 KB)
- chat_template.jinja (8.7 KB)
- config.json (4.0 KB)
- generation_config.json (202 B)
- model-00001-of-00003.safetensors (5.0 GB) LFS
- model-00002-of-00003.safetensors (5.0 GB) LFS
- model-00003-of-00003.safetensors (4.1 GB) LFS
- model.safetensors.index.json (185 KB)
- mtp.safetensors (810 MB) LFS
- mtplx_runtime.json (3.7 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 2026-09-22T12:34:09.368Z.
- Open license detected as apache-2.0.
- 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-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-yc777-qwen3-8-27b-mtplx-optimized-speed-m3max-q4g64/decentralized-fallbacks