What are the hardware requirements for Qwen3.6 27B MTPLX Optimized Speed?

Qwen3.6 27B MTPLX Optimized Speed requires approximately 16 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Qwen3.6 27B MTPLX Optimized Speed and how large is it?

Qwen3.6 27B MTPLX Optimized Speed is developed by Youssofal, a model with 27b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Qwen3.6 27B MTPLX Optimized Speed?

Qwen3.6 27B MTPLX Optimized Speed is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen3.6 27B MTPLX Optimized Speed by Youssofal — VRAM 16GB

Name: Qwen3.6 27B MTPLX Optimized Speed
Author: Youssofal

Qwen3.6 27B MTPLX Optimized Speed is an open-source language model by Youssofal. Features: 27b LLM, VRAM: 16GB, License: apache-2.0, LLM Explorer Score: 0.31.

4-bit Apple-silicon Conversational Local-ai Mlx Mtp Mtplx Qwen Qwen3 Qwen3-next Qwen3 5 Region:us Safetensors Sharded Speculative-decoding Tensorflow

Model Card on HF 🤗: https://huggingface.co/Youssofal/Qwen3.6-27B-MTPLX-Optimized-Speed

Qwen3.6 27B MTPLX Optimized Speed Parameters and Internals

LLM Name	Qwen3.6 27B MTPLX Optimized Speed
Repository 🤗	https://huggingface.co/Youssofal/Qwen3.6-27B-MTPLX-Optimized-Speed
Base Model(s)	Qwen/Qwen3.6-27B Qwen/Qwen3.6-27B
Model Size	27b
Required VRAM	16 GB
Updated	2026-08-06
Maintainer	Youssofal
Model Type	qwen3_5
Model Files	5.3 GB: 1-of-3 5.3 GB: 2-of-3 5.4 GB: 3-of-3
Model Architecture	Qwen3_5ForConditionalGeneration
License	apache-2.0
Model Max Length	262144
Transformers Version	4.57.1
Tokenizer Class	TokenizersBackend
Padding Token	<\|endoftext\|>
Errors	replace

Rank the Qwen3.6 27B MTPLX Optimized Speed capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to Qwen3.6 27B MTPLX Optimized Speed

Best Alternatives	Context / RAM	Downloads	Likes
...wopus3.8 27B Flash Mlx OQ4e 1M	1024K / 16.9 GB	211	1
Agens Pilot	1024K / 54.7 GB	145	1
Qwen3.6 27B	0K / 55.4 GB	6728138	2197
Qwen3.8 27B	0K / 55.6 GB	2	8753
Qwen3.8 27B FP8	0K / 0.4 GB	123157	416
Qwen3.8 27B MLX	0K / 16 GB	1411	18
Qwen3.8 27B	0K / 55.6 GB	2727	21
Qwen3.6 27B NVFP4	0K / 22 GB	1887525	419
Qwen3.6 27B FP8	0K / 0.4 GB	7740472	342
Qwen3.5 27B	0K / 55.2 GB	2536294	1028

Note: green Score (e.g. "73.2") means that the model is better than Youssofal/Qwen3.6-27B-MTPLX-Optimized-Speed.