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Qwen3 4B 4bit DWQ by mlx-community

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  4-bit   4bit Base model:quantized:qwen/qwen...   Base model:qwen/qwen3-4b   Conversational   Mlx   Quantized   Qwen3   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mlx-community/Qwen3-4B-4bit-DWQ 

Qwen3 4B 4bit DWQ Benchmarks

LLME Score: 0.29836
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Qwen3 4B 4bit DWQ Parameters and Internals

LLM NameQwen3 4B 4bit DWQ
Repository 🤗https://huggingface.co/mlx-community/Qwen3-4B-4bit-DWQ 
Base Model(s)  Qwen/Qwen3-4B   Qwen/Qwen3-4B
Model Size4b
Required VRAM2.3 GB
Updated2025-06-09
Maintainermlx-community
Model Typeqwen3
Model Files  2.3 GB
Quantization Type4bit
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.51.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace
Qwen3 4B 4bit DWQ (mlx-community/Qwen3-4B-4bit-DWQ)

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Qwen3 4B 4bit DWQ 05312540K / 2.3 GB4951
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Qwen3 4B Base Unsloth Bnb 4bit32K / 3.3 GB95560
Zeta Qwen3 4B Sft32K / 8.1 GB280
Qwen3 4B 128K GGUF128K / 1.1 GB960220
Qwen3 Embedding 4B40K / 8.1 GB355943
Qwen3 Reranker 4B40K / 8.1 GB174842
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Qwen3-4B-4bit-DWQ.

Rank the Qwen3 4B 4bit DWQ 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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