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Qwen3 Coder 480B A35B Instruct 4bit by mlx-community

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Qwen3 Coder 480B A35B Instruct 4bit is an open-source language model by mlx-community. Features: 480b LLM, VRAM: 185.6GB, Context: 256K, License: apache-2.0, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.28.

  4-bit   4bit Base model:quantized:qwen/qwen... Base model:qwen/qwen3-coder-48...   Codegen   Conversational   Instruct   Mlx   Quantized   Qwen3 moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen3-Coder-480B-A35B-Instruct-4bit 

Qwen3 Coder 480B A35B Instruct 4bit Benchmarks

LLME Score: 0.28081
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen3 Coder 480B A35B Instruct 4bit (mlx-community/Qwen3-Coder-480B-A35B-Instruct-4bit)
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Qwen3 Coder 480B A35B Instruct 4bit Parameters and Internals

LLM NameQwen3 Coder 480B A35B Instruct 4bit
Repository 🤗https://huggingface.co/mlx-community/Qwen3-Coder-480B-A35B-Instruct-4bit 
Base Model(s)  Qwen3 Coder 480B A35B Instruct   Qwen/Qwen3-Coder-480B-A35B-Instruct
Model Size480b
Required VRAM185.6 GB
Updated2026-03-16
Maintainermlx-community
Model Typeqwen3_moe
Instruction-BasedYes
Model Files  5.0 GB: 1-of-62   4.3 GB: 2-of-62   4.3 GB: 3-of-62   4.3 GB: 4-of-62   4.3 GB: 5-of-62   4.3 GB: 6-of-62   4.3 GB: 7-of-62   4.3 GB: 8-of-62   4.3 GB: 9-of-62   4.3 GB: 10-of-62   4.3 GB: 11-of-62   4.3 GB: 12-of-62   4.3 GB: 13-of-62   4.3 GB: 14-of-62   4.3 GB: 15-of-62   4.3 GB: 16-of-62   4.3 GB: 17-of-62   4.3 GB: 18-of-62   4.3 GB: 19-of-62   4.3 GB: 20-of-62   4.3 GB: 21-of-62   4.3 GB: 22-of-62   4.3 GB: 23-of-62   4.3 GB: 24-of-62   4.3 GB: 25-of-62   4.3 GB: 26-of-62   4.3 GB: 27-of-62   4.3 GB: 28-of-62   4.3 GB: 29-of-62   4.3 GB: 30-of-62   4.3 GB: 31-of-62   4.3 GB: 32-of-62   4.3 GB: 33-of-62   4.3 GB: 34-of-62   4.3 GB: 35-of-62   4.3 GB: 36-of-62   4.3 GB: 37-of-62   4.3 GB: 38-of-62   4.3 GB: 39-of-62   4.3 GB: 40-of-62   4.3 GB: 41-of-62   4.3 GB: 42-of-62   4.3 GB: 43-of-62
Quantization Type4bit
Generates CodeYes
Model ArchitectureQwen3MoeForCausalLM
Licenseapache-2.0
Context Length262144
Model Max Length262144
Transformers Version4.51.0
Vocabulary Size151936
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen3-Coder-480B-A35B-Instruct-4bit.

Rank the Qwen3 Coder 480B A35B Instruct 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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