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QwQ 32B Preview Unsloth 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-unsloth-bnb-4bit 

QwQ 32B Preview Unsloth Bnb 4bit Benchmarks

LLME Score: 0.22205
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 Unsloth Bnb 4bit (unsloth/QwQ-32B-Preview-unsloth-bnb-4bit)

QwQ 32B Preview Unsloth Bnb 4bit Parameters and Internals

LLM NameQwQ 32B Preview Unsloth Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/QwQ-32B-Preview-unsloth-bnb-4bit 
Base Model(s)  QwQ 32B Preview   Qwen/QwQ-32B-Preview
Model Size32b
Required VRAM23 GB
Updated2025-05-18
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   3.2 GB: 5-of-5
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 Unsloth Bnb 4bit

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Context / RAM
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...pSeek R1 Distill Qwen 32B 4bit128K / 18.5 GB7477041
QwQ 32B Unsloth Bnb 4bit128K / 22.5 GB840145
...k R1 Distill Qwen 32B Bnb 4bit128K / 19.2 GB974024
QwQ 32B 4bit128K / 18.5 GB76535
...Q 32B Gptqmodel 4bit Vortex V1128K / 21.3 GB92412
QwQ 32B Bnb 4bit128K / 19.2 GB7963
QwQ 32B 8bit128K / 34.9 GB40513
...ogito V1 Preview Qwen 32B 4bit128K / 18.5 GB845
...till Qwen 32B Unsloth Bnb 4bit128K / 35.6 GB8779
QwQ 32B Bnb 4bit128K / 19.2 GB1732
Note: green Score (e.g. "73.2") means that the model is better than unsloth/QwQ-32B-Preview-unsloth-bnb-4bit.

Rank the QwQ 32B Preview Unsloth Bnb 4bit Capabilities

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