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QwQ 32B GGUF by unsloth

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  Arxiv:2309.00071   Arxiv:2407.10671 Base model:quantized:qwen/qwq-...   Base model:qwen/qwq-32b   Chat   Conversational   En   Endpoints compatible   Gguf   Q2   Quantized   Qwen   Qwen2   Region:us
Model Card on HF 🤗: https://huggingface.co/unsloth/QwQ-32B-GGUF 

QwQ 32B GGUF Benchmarks

LLME Score: 0.45959
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
QwQ 32B GGUF (unsloth/QwQ-32B-GGUF)

QwQ 32B GGUF Parameters and Internals

LLM NameQwQ 32B GGUF
Repository 🤗https://huggingface.co/unsloth/QwQ-32B-GGUF 
Base Model(s)  QwQ 32B   Qwen/QwQ-32B
Model Size32b
Required VRAM12.3 GB
Updated2025-03-12
Maintainerunsloth
Model Typeqwen2
Model Files  12.3 GB   12.5 GB   15.9 GB   19.9 GB   23.3 GB   26.9 GB   34.8 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.49.0
Vocabulary Size152064
Torch Data Typebfloat16

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QwentileSwap32K / 65 GB1073
QwQ 32B 4bit128K / 18.5 GB286523
...pSeek R1 Distill Qwen 32B 4bit128K / 18.5 GB40016936
QwQ 32B Unsloth Bnb 4bit128K / 22.5 GB567416
QwQ 32B 8bit128K / 34.9 GB142310
...k R1 Distill Qwen 32B Bnb 4bit128K / 19.2 GB6281723
...Q 32B Gptqmodel 4bit Vortex V1128K / 21.3 GB9055
QwQ 32B Bnb 4bit128K / 19.2 GB16653
Qwen QwQ 32B 425bpw H6 EXL2128K / 18.8 GB3134
QwQ 32B 6bit128K / 26.7 GB3263

Rank the QwQ 32B GGUF Capabilities

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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