DeepSeek R1 Distill Qwen 32B Bnb 4bit by unsloth

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DeepSeek R1 Distill Qwen 32B 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").
DeepSeek R1 Distill Qwen 32B Bnb 4bit (unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit)

DeepSeek R1 Distill Qwen 32B Bnb 4bit Parameters and Internals

LLM NameDeepSeek R1 Distill Qwen 32B Bnb 4bit
Repository ๐Ÿค—https://huggingface.co/unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit 
Base Model(s)  DeepSeek R1 Distill Qwen 32B   deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
Model Size32b
Required VRAM19.2 GB
Updated2025-03-12
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 Length131072
Model Max Length131072
Transformers Version4.48.1
Tokenizer ClassLlamaTokenizer
Padding Token<|vision_pad|>
Vocabulary Size152064
Torch Data Typebfloat16

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...pSeek R1 Distill Qwen 32B 4bit128K / 18.5 GB40016936
QwQ 32B Unsloth Bnb 4bit128K / 22.5 GB567416
QwQ 32B 8bit128K / 34.9 GB142310
...Q 32B Gptqmodel 4bit Vortex V1128K / 21.3 GB9055
QwQ 32B Bnb 4bit128K / 19.2 GB16653
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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/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit.

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