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GLM 4.6 by unsloth

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GLM 4.6 is an open-source language model by unsloth. Features: 356.8b LLM, VRAM: 335.4GB, Context: 198K, License: mit.

  Arxiv:2508.06471 Base model:finetune:zai-org/gl...   Base model:zai-org/glm-4.6   Conversational   En   Endpoints compatible   Glm4 moe   Region:us   Safetensors   Sharded   Tensorflow   Unsloth   Zh
Model Card on HF 🤗: https://huggingface.co/unsloth/GLM-4.6 
GLM 4.6 (unsloth/GLM-4.6)
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GLM 4.6 Parameters and Internals

LLM NameGLM 4.6
Repository 🤗https://huggingface.co/unsloth/GLM-4.6 
Base Model(s)  zai-org/GLM-4.6   zai-org/GLM-4.6
Model Size356.8b
Required VRAM335.4 GB
Updated2026-03-28
Maintainerunsloth
Model Typeglm4_moe
Model Files  2.2 GB: 1-of-92   0.7 GB: 2-of-92   0.7 GB: 3-of-92   7.9 GB: 4-of-92   7.9 GB: 5-of-92   7.9 GB: 6-of-92   7.9 GB: 7-of-92   7.9 GB: 8-of-92   7.9 GB: 9-of-92   7.9 GB: 10-of-92   7.9 GB: 11-of-92   7.9 GB: 12-of-92   7.9 GB: 13-of-92   7.9 GB: 14-of-92   7.9 GB: 15-of-92   7.9 GB: 16-of-92   7.9 GB: 17-of-92   7.9 GB: 18-of-92   7.9 GB: 19-of-92   7.9 GB: 20-of-92   7.9 GB: 21-of-92   7.9 GB: 22-of-92   7.9 GB: 23-of-92   7.9 GB: 24-of-92   7.9 GB: 25-of-92   7.9 GB: 26-of-92   7.9 GB: 27-of-92   7.9 GB: 28-of-92   7.9 GB: 29-of-92   7.9 GB: 30-of-92   7.9 GB: 31-of-92   7.9 GB: 32-of-92   7.9 GB: 33-of-92   7.9 GB: 34-of-92   7.9 GB: 35-of-92   7.9 GB: 36-of-92   7.9 GB: 37-of-92   7.9 GB: 38-of-92   7.9 GB: 39-of-92   7.9 GB: 40-of-92   7.9 GB: 41-of-92   7.9 GB: 42-of-92   7.9 GB: 43-of-92   7.9 GB: 44-of-92   7.9 GB: 45-of-92
Supported Languagesen zh
Model ArchitectureGlm4MoeForCausalLM
Licensemit
Context Length202752
Model Max Length202752
Transformers Version4.57.3
Vocabulary Size151552
Torch Data Typebfloat16

Best Alternatives to GLM 4.6

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GLM 4.6198K / 335.4 GB247131207
Note: green Score (e.g. "73.2") means that the model is better than unsloth/GLM-4.6.

Rank the GLM 4.6 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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