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QwQ 32B Preview GPTQ 4bit by ModelCloud

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Model Card on HF 🤗: https://huggingface.co/ModelCloud/QwQ-32B-Preview-GPTQ-4bit 

QwQ 32B Preview GPTQ 4bit Benchmarks

LLME Score: 0.22621
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 GPTQ 4bit (ModelCloud/QwQ-32B-Preview-GPTQ-4bit)

QwQ 32B Preview GPTQ 4bit Parameters and Internals

LLM NameQwQ 32B Preview GPTQ 4bit
Repository 🤗https://huggingface.co/ModelCloud/QwQ-32B-Preview-GPTQ-4bit 
Base Model(s)  QwQ 32B Preview   Qwen/QwQ-32B-Preview
Model Size32b
Required VRAM16.1 GB
Updated2024-12-02
MaintainerModelCloud
Model Typeqwen2
Model Files  1.6 GB: 1-of-67   0.0 GB: 2-of-67   1.6 GB: 3-of-67   0.3 GB: 4-of-67   0.3 GB: 5-of-67   0.3 GB: 6-of-67   0.3 GB: 7-of-67   0.3 GB: 8-of-67   0.3 GB: 9-of-67   0.3 GB: 10-of-67   0.3 GB: 11-of-67   0.3 GB: 12-of-67   0.3 GB: 13-of-67   0.3 GB: 14-of-67   0.3 GB: 15-of-67   0.3 GB: 16-of-67   0.3 GB: 17-of-67   0.3 GB: 18-of-67   0.3 GB: 19-of-67   0.3 GB: 20-of-67   0.3 GB: 21-of-67   0.3 GB: 22-of-67   0.3 GB: 23-of-67   0.3 GB: 24-of-67   0.3 GB: 25-of-67   0.3 GB: 26-of-67   0.3 GB: 27-of-67   0.3 GB: 28-of-67   0.3 GB: 29-of-67   0.3 GB: 30-of-67   0.3 GB: 31-of-67   0.3 GB: 32-of-67   0.3 GB: 33-of-67   0.3 GB: 34-of-67   0.3 GB: 35-of-67   0.3 GB: 36-of-67   0.3 GB: 37-of-67   0.3 GB: 38-of-67   0.3 GB: 39-of-67   0.3 GB: 40-of-67   0.3 GB: 41-of-67   0.3 GB: 42-of-67   0.3 GB: 43-of-67   0.3 GB: 44-of-67   0.3 GB: 45-of-67   0.3 GB: 46-of-67
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq|4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.46.3
Vocabulary Size152064
Torch Data Typebfloat16

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Qwen2.5 32B Instruct GPTQ Int432K / 19.5 GB3394135
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Qwen2.5 32B Instruct GPTQ Int832K / 35.1 GB314510
Qwen1.5 32B Chat GPTQ Int432K / 19.5 GB377030
Qwen Qwen1.5 32B 4 Bit Gptq32K / 19.2 GB110
Qwen1.5 32B Chat GPTQ Int832K / 34.9 GB91
QwQ 32B Unsloth Bnb 4bit128K / 22.5 GB544245
...k R1 Distill Qwen 32B Bnb 4bit128K / 19.2 GB512524
QwQ 32B 4bit128K / 18.5 GB75536
Note: green Score (e.g. "73.2") means that the model is better than ModelCloud/QwQ-32B-Preview-GPTQ-4bit.

Rank the QwQ 32B Preview GPTQ 4bit Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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