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GLM 4.6 4bit by mlx-community

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GLM 4.6 4bit is an open-source language model by mlx-community. Features: 352.8b LLM, VRAM: 197.4GB, Context: 198K, License: mit, Quantized.

  4-bit   4bit Base model:quantized:zai-org/g...   Base model:zai-org/glm-4.6   Conversational   En   Glm4 moe   Mlx   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/mlx-community/GLM-4.6-4bit 
GLM 4.6 4bit (mlx-community/GLM-4.6-4bit)
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GLM 4.6 4bit Parameters and Internals

LLM NameGLM 4.6 4bit
Repository 🤗https://huggingface.co/mlx-community/GLM-4.6-4bit 
Base Model(s)  zai-org/GLM-4.6   zai-org/GLM-4.6
Model Size352.8b
Required VRAM197.4 GB
Updated2026-03-28
Maintainermlx-community
Model Typeglm4_moe
Model Files  5.4 GB: 1-of-39   5.3 GB: 2-of-39   5.1 GB: 3-of-39   5.2 GB: 4-of-39   5.1 GB: 5-of-39   5.1 GB: 6-of-39   5.2 GB: 7-of-39   5.1 GB: 8-of-39   5.1 GB: 9-of-39   5.2 GB: 10-of-39   5.1 GB: 11-of-39   5.1 GB: 12-of-39   5.2 GB: 13-of-39   5.1 GB: 14-of-39   5.1 GB: 15-of-39   5.2 GB: 16-of-39   5.1 GB: 17-of-39   5.1 GB: 18-of-39   5.2 GB: 19-of-39   5.1 GB: 20-of-39   5.1 GB: 21-of-39   5.2 GB: 22-of-39   5.1 GB: 23-of-39   5.1 GB: 24-of-39   5.2 GB: 25-of-39   5.1 GB: 26-of-39   5.1 GB: 27-of-39   5.2 GB: 28-of-39   5.1 GB: 29-of-39   5.1 GB: 30-of-39   5.2 GB: 31-of-39   5.1 GB: 32-of-39   5.1 GB: 33-of-39   5.2 GB: 34-of-39   5.1 GB: 35-of-39   5.1 GB: 36-of-39   5.2 GB: 37-of-39   5.1 GB: 38-of-39   1.9 GB: 39-of-39
Supported Languagesen zh
Quantization Type4bit
Model ArchitectureGlm4MoeForCausalLM
Licensemit
Context Length202752
Model Max Length202752
Transformers Version4.54.0
Tokenizer ClassPreTrainedTokenizer
Padding Token<|endoftext|>
Vocabulary Size151552
Torch Data Typebfloat16

Best Alternatives to GLM 4.6 4bit

Best Alternatives
Context / RAM
Downloads
Likes
GLM 4.7 8bit Gs32198K / 198.6 GB99644
GLM 4.7 8bit198K / 189.5 GB5144
GLM 4.6 5bit198K / 228.6 GB3463
GLM 4.6 8bit198K / 189.5 GB202
GLM 4.5 4bit128K / 197.4 GB71116
GLM 4.6 Bf16198K / 232.5 GB193
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/GLM-4.6-4bit.

Rank the GLM 4.6 4bit Capabilities

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Instruction Following and Task Automation  
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