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Qwen3 4B MLX 6bit by Qwen

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Qwen3 4B MLX 6bit is an open-source language model by Qwen. Features: 4b LLM, VRAM: 3.1GB, Context: 40K, License: apache-2.0, Quantized, LLM Explorer Score: 0.19.

  Arxiv:2309.00071   Arxiv:2505.09388   6-bit   6bit   Conversational   Mlx   Quantized   Qwen3   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen3-4B-MLX-6bit 

Qwen3 4B MLX 6bit Benchmarks

LLME Score: 0.1882
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen3 4B MLX 6bit (Qwen/Qwen3-4B-MLX-6bit)
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Qwen3 4B MLX 6bit Parameters and Internals

LLM NameQwen3 4B MLX 6bit
Repository 🤗https://huggingface.co/Qwen/Qwen3-4B-MLX-6bit 
Model Size4b
Required VRAM3.1 GB
Updated2026-06-18
MaintainerQwen
Model Typeqwen3
Model Files  3.1 GB
Quantization Type6bit
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

Best Alternatives to Qwen3 4B MLX 6bit

Best Alternatives
Context / RAM
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Likes
...Instruct 2507 Unsloth Bnb 4bit256K / 3.5 GB15596214
...wen 3 4b Mythos Finetune 16bit256K / 8.1 GB210
...wen3 4B Thinking 2507 MLX 4bit256K / 2.3 GB6310112
Qwen3 4B INST Math256K / 8.1 GB1530
...wen3 4B Thinking 2507 MLX 8bit256K / 4.3 GB508198
Qwen3 4B INST Code256K / 8.1 GB1120
Qwen3 4B Instruct 2507 4bit256K / 2.3 GB2884810
Qwen Finetune 4bit256K / 8.1 GB610
Agent 4b256K / 8.1 GB1630
...Instruct Haiku 4.5 Merged FP16256K / 8.1 GB421
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen3-4B-MLX-6bit.

Rank the Qwen3 4B MLX 6bit 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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