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Qwen3 235B A22B 4bit DWQ by mlx-community

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  4-bit   8bit Base model:mlx-community/qwen3... Base model:quantized:mlx-commu...   Conversational   Mlx   Quantized   Qwen3 moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen3-235B-A22B-4bit-DWQ 

Qwen3 235B A22B 4bit DWQ Benchmarks

LLME Score: 0.27243
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen3 235B A22B 4bit DWQ (mlx-community/Qwen3-235B-A22B-4bit-DWQ)
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Qwen3 235B A22B 4bit DWQ Parameters and Internals

LLM NameQwen3 235B A22B 4bit DWQ
Repository 🤗https://huggingface.co/mlx-community/Qwen3-235B-A22B-4bit-DWQ 
Base Model(s)  Qwen3 235B A22B 8bit   mlx-community/Qwen3-235B-A22B-8bit
Model Size235b
Required VRAM131.4 GB
Updated2025-07-30
Maintainermlx-community
Model Typeqwen3_moe
Model Files  5.0 GB: 1-of-26   5.1 GB: 2-of-26   5.1 GB: 3-of-26   5.1 GB: 4-of-26   5.1 GB: 5-of-26   5.1 GB: 6-of-26   5.1 GB: 7-of-26   5.1 GB: 8-of-26   5.1 GB: 9-of-26   5.1 GB: 10-of-26   5.1 GB: 11-of-26   5.1 GB: 12-of-26   5.1 GB: 13-of-26   5.1 GB: 14-of-26   5.1 GB: 15-of-26   5.1 GB: 16-of-26   5.1 GB: 17-of-26   5.1 GB: 18-of-26   5.1 GB: 19-of-26   5.1 GB: 20-of-26   5.1 GB: 21-of-26   5.1 GB: 22-of-26   5.1 GB: 23-of-26   5.1 GB: 24-of-26   5.1 GB: 25-of-26   4.0 GB: 26-of-26
Quantization Type8bit
Model ArchitectureQwen3MoeForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.51.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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...5B A22B Instruct 2507 3bit DWQ256K / 103 GB3664
...5B A22B Thinking 2507 3bit DWQ256K / 103 GB3064
...5B A22B Thinking 2507 4bit DWQ256K / 131.4 GB2313
...5B A22B Instruct 2507 4bit DWQ256K / 131.4 GB4663
...3 235B A22B Instruct 2507 4bit256K / 131.4 GB3263
...3 235B A22B Instruct 2507 8bit256K / 227.7 GB2210
Qwen3 235B A22B 4bit40K / 131.4 GB716217
Qwen3 235B A22B 8bit40K / 238.3 GB713713
Qwen3 235B A22B MLX 4bit40K / 125.2 GB97512
Qwen3 235B A22B MLX 8bit40K / 234.4 GB3936
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen3-235B-A22B-4bit-DWQ.

Rank the Qwen3 235B A22B 4bit DWQ Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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