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ThinkingCap Qwen3.6 27B Mlx 6Bit by mlx-community

By mlx-community · 3474 downloads
HF Repo ↗ Copy URL

ThinkingCap Qwen3.6 27B Mlx 6Bit is an open-source language model by mlx-community. Features: 27b LLM, VRAM: 21.8GB, License: apache-2.0, Quantized, LLM Explorer Score: 0.3.

  6-bit   6bit Base model:bottlecapai/thinkin... Base model:finetune:bottlecapa...   Conversational   Efficient-thinking   Endpoints compatible   Image-text-to-text   Mlx   Mlx-my-repo   Quantized   Qwen3 5   Qwen3 6   Region:us   Safetensors   Sharded   Tensorflow   Token-efficient
Model Card on HF 🤗: https://huggingface.co/mlx-community/ThinkingCap-Qwen3.6-27B-mlx-6Bit 

ThinkingCap Qwen3.6 27B Mlx 6Bit Parameters and Internals

LLM NameThinkingCap Qwen3.6 27B Mlx 6Bit
Repository 🤗https://huggingface.co/mlx-community/ThinkingCap-Qwen3.6-27B-mlx-6Bit 
Base Model(s)  bottlecapai/ThinkingCap-Qwen3.6-27B   bottlecapai/ThinkingCap-Qwen3.6-27B
Model Size27b
Required VRAM21.8 GB
Updated2026-08-08
Maintainermlx-community
Model Typeqwen3_5
Model Files  5.4 GB: 1-of-5   5.3 GB: 2-of-5   5.3 GB: 3-of-5   4.8 GB: 4-of-5   1.0 GB: 5-of-5
Quantization Type6bit
Model ArchitectureQwen3_5ForConditionalGeneration
Licenseapache-2.0
Model Max Length262144
Transformers Version5.7.0
Tokenizer ClassTokenizersBackend
Padding Token<|endoftext|>
Errorsreplace

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Qwen3.6 27B OptiQ 4bit256K / 18.7 GB1306559
Bonsai 27B Mlx 1bit0K / 5.1 GB809309205
Ternary Bonsai 27B Mlx 2bit0K / 8.5 GB809024168
Qwen3.8 27B MLX 5bit0K / 19.5 GB46750442
...onsai 2 27B CRACK Ternary JANG0K / 8.1 GB268913
Qwen3.6 27B MLX 8bit0K / 29.4 GB87914514
Qwen3.6 27B MLX 6bit0K / 22.7 GB8129772
Ternary Bonsai 2 27B Vllm0K / 10.3 GB20484
Qwen3.8 27B 8bit0K / 29.4 GB1389233
Qwen3.6 27B MLX 4bit0K / 16 GB84686116
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/ThinkingCap-Qwen3.6-27B-mlx-6Bit.