# Youssofal/Qwen3.6-27B-MTPLX-Optimized-Speed-V2

Model from Hugging Face for text generation: Youssofal/Qwen3.6-27B-MTPLX-Optimized-Speed-V2 · mtplx

## Facts

- Type: LLM
- Task: text-generation
- Framework: mtplx
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/Youssofal/Qwen3.6-27B-MTPLX-Optimized-Speed-V2
- Hosting: hosted (15 files)
- Files: 15 hosted of 21 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 15 listed files; full count and size unknown
- Full repo upstream: 19.9 GB
- Parameters: 27B
- Download: https://huggingbay.xyz/artifact/hf-model-youssofal-qwen3-6-27b-mtplx-optimized-speed-v2/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-youssofal-qwen3-6-27b-mtplx-optimized-speed-v2/download-plan)
- Per-file SHA-256: available for 15 of 15 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-youssofal-qwen3-6-27b-mtplx-optimized-speed-v2/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: 1638
- Stars: 13
- Card completeness: 93%

## Description

External Hugging Face catalog record for Youssofal/Qwen3.6-27B-MTPLX-Optimized-Speed-V2. Task: text generation. Library: mtplx. Base model: Qwen/Qwen3.6-27B. Popularity signal at import: 1,638 downloads and 13 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: mtplx
- Base model: Qwen/Qwen3.6-27B
- Task categories: text-generation
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (4.8 KB)
- chat_template.jinja (7.6 KB)
- config.json (155 KB)
- configuration.json (51 B)
- generation_config.json (202 B)
- model-00001-of-00004.safetensors (5.0 GB) LFS
- model-00002-of-00004.safetensors (5.0 GB) LFS
- model-00003-of-00004.safetensors (5.0 GB) LFS
- model-00004-of-00004.safetensors (3.2 GB) LFS
- model.safetensors.index.json (185 KB)
- mtp/weights.safetensors (322 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 2026-09-22T14:27:10.939Z.
- 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-youssofal-qwen3-6-27b-mtplx-optimized-speed-v2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-youssofal-qwen3-6-27b-mtplx-optimized-speed-v2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-youssofal-qwen3-6-27b-mtplx-optimized-speed-v2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-youssofal-qwen3-6-27b-mtplx-optimized-speed-v2/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-youssofal-qwen3-6-27b-mtplx-optimized-speed-v2
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-youssofal-qwen3-6-27b-mtplx-optimized-speed-v2/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-youssofal-qwen3-6-27b-mtplx-optimized-speed-v2&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-youssofal-qwen3-6-27b-mtplx-optimized-speed-v2/decentralized-fallbacks