QwQ 32B Unsloth Bnb 4bit by unsloth

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QwQ 32B Unsloth Bnb 4bit Benchmarks

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

QwQ 32B Unsloth Bnb 4bit Parameters and Internals

LLM NameQwQ 32B Unsloth Bnb 4bit
Repository ๐Ÿค—https://huggingface.co/unsloth/QwQ-32B-unsloth-bnb-4bit 
Base Model(s)  QwQ 32B   Qwen/QwQ-32B
Model Size32b
Required VRAM22.5 GB
Updated2025-03-12
Maintainerunsloth
Model Typeqwen2
Model Files  5.0 GB: 1-of-5   5.0 GB: 2-of-5   5.0 GB: 3-of-5   4.8 GB: 4-of-5   2.7 GB: 5-of-5
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.49.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|vision_pad|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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QwQ 32B Bnb 4bit128K / 19.2 GB16653
Qwen QwQ 32B 425bpw H6 EXL2128K / 18.8 GB3134
QwQ 32B 6bit128K / 26.7 GB3263
QwQ 32B 8.0bpw H8 EXL2128K / 33.6 GB2333
...till Qwen 32B Unsloth Bnb 4bit128K / 35.6 GB52409
Note: green Score (e.g. "73.2") means that the model is better than unsloth/QwQ-32B-unsloth-bnb-4bit.

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