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GLM 4.5 Air 4bit by mlx-community

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GLM 4.5 Air 4bit is an open-source language model by mlx-community. Features: 106.9b LLM, VRAM: 60.4GB, Context: 128K, License: mit, Quantized, LLM Explorer Score: 0.21.

  4-bit   4bit Base model:quantized:zai-org/g...   Base model:zai-org/glm-4.5-air   Conversational   En   Glm4 moe   Mlx   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/mlx-community/GLM-4.5-Air-4bit 

GLM 4.5 Air 4bit Benchmarks

LLME Score: 0.21279
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
GLM 4.5 Air 4bit (mlx-community/GLM-4.5-Air-4bit)
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GLM 4.5 Air 4bit Parameters and Internals

LLM NameGLM 4.5 Air 4bit
Repository 🤗https://huggingface.co/mlx-community/GLM-4.5-Air-4bit 
Base Model(s)  zai-org/GLM-4.5-Air   zai-org/GLM-4.5-Air
Model Size106.9b
Required VRAM60.4 GB
Updated2026-06-21
Maintainermlx-community
Model Typeglm4_moe
Model Files  5.3 GB: 1-of-12   5.3 GB: 2-of-12   5.3 GB: 3-of-12   5.3 GB: 4-of-12   5.3 GB: 5-of-12   5.3 GB: 6-of-12   5.3 GB: 7-of-12   5.3 GB: 8-of-12   5.3 GB: 9-of-12   5.3 GB: 10-of-12   5.3 GB: 11-of-12   2.1 GB: 12-of-12
Supported Languagesen zh
Quantization Type4bit
Model ArchitectureGlm4MoeForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.54.0
Tokenizer ClassPreTrainedTokenizer
Padding Token<|endoftext|>
Vocabulary Size151552
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/GLM-4.5-Air-4bit.

Rank the GLM 4.5 Air 4bit Capabilities

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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  

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