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QwQ 32B Preview Bnb 4bit by unsloth

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  Arxiv:2407.10671   4-bit   4bit   Autotrain compatible Base model:quantized:qwen/qwq-... Base model:qwen/qwq-32b-previe...   Bitsandbytes   Chat   Conversational   En   Endpoints compatible   Quantized   Qwen   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/unsloth/QwQ-32B-Preview-bnb-4bit 

QwQ 32B Preview Bnb 4bit Benchmarks

LLME Score: 0.3174
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 Bnb 4bit (unsloth/QwQ-32B-Preview-bnb-4bit)

QwQ 32B Preview Bnb 4bit Parameters and Internals

LLM NameQwQ 32B Preview Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/QwQ-32B-Preview-bnb-4bit 
Base Model(s)  QwQ 32B Preview   Qwen/QwQ-32B-Preview
Model Size32b
Required VRAM19.2 GB
Updated2024-12-22
Maintainerunsloth
Model Typeqwen2
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   4.3 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.46.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|vision_pad|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to QwQ 32B Preview Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 32B Bnb 4bit128K / 19.2 GB1474753
EVA Instruct 32B EXL2 4.0128K / 17.7 GB303
...eview Gptqmodel 4bit Vortex V232K / 15.8 GB9812
...wen2.5 Coder 32B Instruct 3bit32K / 14.3 GB1513
QwQ 32B Preview 6bit32K / 26.7 GB1213
...eview Gptqmodel 4bit Vortex V132K / 16.1 GB113850
...wen2.5 Coder 32B Instruct 4bit32K / 18.5 GB1158087
...Q 32B Preview Unsloth Bnb 4bit32K / 25.3 GB102013
...wen2.5 Coder 32B Instruct 8bit32K / 34.9 GB36857
Qwen2.5 32B Instruct Bnb 4bit32K / 19.2 GB125709
Note: green Score (e.g. "73.2") means that the model is better than unsloth/QwQ-32B-Preview-bnb-4bit.

Rank the QwQ 32B Preview Bnb 4bit Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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