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GLM 4.6 Bf16 by mlx-community

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GLM 4.6 Bf16 is an open-source language model by mlx-community. Features: 352.8b LLM, VRAM: 232.5GB, Context: 198K, License: mit, LLM Explorer Score: 0.21.

Base model:finetune:zai-org/gl...   Base model:zai-org/glm-4.6   Conversational   En   Glm4 moe   Mlx   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/mlx-community/GLM-4.6-bf16 

GLM 4.6 Bf16 Benchmarks

LLME Score: 0.20714
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
GLM 4.6 Bf16 (mlx-community/GLM-4.6-bf16)
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GLM 4.6 Bf16 Parameters and Internals

LLM NameGLM 4.6 Bf16
Repository 🤗https://huggingface.co/mlx-community/GLM-4.6-bf16 
Base Model(s)  zai-org/GLM-4.6   zai-org/GLM-4.6
Model Size352.8b
Required VRAM232.5 GB
Updated2026-07-21
Maintainermlx-community
Model Typeglm4_moe
Model Files  3.8 GB: 1-of-135   5.0 GB: 2-of-135   5.3 GB: 3-of-135   5.3 GB: 4-of-135   5.0 GB: 5-of-135   5.3 GB: 6-of-135   5.3 GB: 7-of-135   5.0 GB: 8-of-135   5.3 GB: 9-of-135   5.3 GB: 10-of-135   5.0 GB: 11-of-135   5.3 GB: 12-of-135   5.3 GB: 13-of-135   5.0 GB: 14-of-135   5.3 GB: 15-of-135   5.3 GB: 16-of-135   5.0 GB: 17-of-135   5.3 GB: 18-of-135   5.3 GB: 19-of-135   5.0 GB: 20-of-135   5.3 GB: 21-of-135   5.3 GB: 22-of-135   5.0 GB: 23-of-135   5.3 GB: 24-of-135   5.3 GB: 25-of-135   5.0 GB: 26-of-135   5.3 GB: 27-of-135   5.3 GB: 28-of-135   5.0 GB: 29-of-135   5.3 GB: 30-of-135   5.3 GB: 31-of-135   5.0 GB: 32-of-135   5.3 GB: 33-of-135   5.3 GB: 34-of-135   5.0 GB: 35-of-135   5.3 GB: 36-of-135   5.3 GB: 37-of-135   5.0 GB: 38-of-135   5.3 GB: 39-of-135   5.3 GB: 40-of-135   5.0 GB: 41-of-135   5.3 GB: 42-of-135   5.3 GB: 43-of-135   5.0 GB: 44-of-135   5.3 GB: 45-of-135
Supported Languagesen zh
Model ArchitectureGlm4MoeForCausalLM
Licensemit
Context Length202752
Model Max Length202752
Transformers Version4.54.0
Vocabulary Size151552
Torch Data Typebfloat16

Quantized Models of the GLM 4.6 Bf16

Model
Likes
Downloads
VRAM
GLM 4.6 8bit228189 GB

Best Alternatives to GLM 4.6 Bf16

Best Alternatives
Context / RAM
Downloads
Likes
GLM 4.7 Heretic198K / 355.2 GB4611
GLM 4.7 Heretic198K / 224.9 GB398
GLM 4.7 4bit198K / 197.4 GB45795
GLM 4.7 8bit Gs32198K / 198.6 GB19374
GLM 4.7 8bit198K / 189.5 GB1583
GLM 4.6 4bit198K / 197.4 GB67615
GLM 4.6 8bit198K / 189.5 GB282
GLM 4.6 5bit198K / 228.6 GB2433
GLM 4.6 Mlx 8bit Gs32198K / 198.6 GB412
GLM 4.5 4bit128K / 197.4 GB17616
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/GLM-4.6-bf16.

Rank the GLM 4.6 Bf16 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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