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QwQ 32B Preview 4bit by mlx-community

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  4-bit   4bit   Autotrain compatible Base model:quantized:qwen/qwq-... Base model:qwen/qwq-32b-previe...   Chat   Conversational   En   Endpoints compatible   Mlx   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/QwQ-32B-Preview-4bit 

QwQ 32B Preview 4bit Benchmarks

LLME Score: 0.23352
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
QwQ 32B Preview 4bit (mlx-community/QwQ-32B-Preview-4bit)

QwQ 32B Preview 4bit Parameters and Internals

LLM NameQwQ 32B Preview 4bit
Repository 🤗https://huggingface.co/mlx-community/QwQ-32B-Preview-4bit 
Base Model(s)  QwQ 32B Preview   Qwen/QwQ-32B-Preview
Model Size32b
Required VRAM18.5 GB
Updated2025-03-20
Maintainermlx-community
Model Typeqwen2
Model Files  5.4 GB: 1-of-4   5.3 GB: 2-of-4   5.4 GB: 3-of-4   2.4 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.43.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to QwQ 32B Preview 4bit

Best Alternatives
Context / RAM
Downloads
Likes
QwQ 32B Unsloth Bnb 4bit128K / 22.5 GB1455629
...pSeek R1 Distill Qwen 32B 4bit128K / 18.5 GB21174638
QwQ 32B 4bit128K / 18.5 GB496631
...k R1 Distill Qwen 32B Bnb 4bit128K / 19.2 GB5911023
QwQ 32B 8bit128K / 34.9 GB254211
...Q 32B Gptqmodel 4bit Vortex V1128K / 21.3 GB17046
...T1 Flash Lightest 32B Mlx 4Bit128K / 18.5 GB8244
QwQ 32B Bnb 4bit128K / 19.2 GB31403
QwQ 32B 6bit128K / 26.7 GB7123
...till Qwen 32B Unsloth Bnb 4bit128K / 35.6 GB49059
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/QwQ-32B-Preview-4bit.

Rank the QwQ 32B Preview 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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Release v20241227
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