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DeepSeek R1 Distill Qwen 32B 4bit by mlx-community

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  4-bit   4bit   Autotrain compatible Base model:deepseek-ai/deepsee... Base model:quantized:deepseek-...   Conversational   Endpoints compatible   Mlx   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/DeepSeek-R1-Distill-Qwen-32B-4bit 

DeepSeek R1 Distill Qwen 32B 4bit Benchmarks

LLME Score: 0.41751
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 4bit (mlx-community/DeepSeek-R1-Distill-Qwen-32B-4bit)

DeepSeek R1 Distill Qwen 32B 4bit Parameters and Internals

LLM NameDeepSeek R1 Distill Qwen 32B 4bit
Repository 🤗https://huggingface.co/mlx-community/DeepSeek-R1-Distill-Qwen-32B-4bit 
Base Model(s)  DeepSeek R1 Distill Qwen 32B   deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
Model Size32b
Required VRAM18.5 GB
Updated2025-02-05
Maintainermlx-community
Model Typeqwen2
Model Files  5.4 GB: 1-of-4   5.3 GB: 2-of-4   5.4 GB: 3-of-4   2.4 GB: 4-of-4
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.43.1
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size152064
Torch Data Typebfloat16

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...k R1 Distill Qwen 32B Bnb 4bit128K / 19.2 GB878819
Deepseek R1 Qwen32b Mlx 6bit128K / 25.5 GB22114
Qwen2.5 32B Bnb 4bit128K / 19.2 GB377493
...Distill Qwen 32B Japanese 4bit128K / 18.5 GB1612
...Distill Qwen 32B Japanese 8bit128K / 34.9 GB932
EVA Instruct 32B EXL2 4.0128K / 17.7 GB123
PathfinderAI32K / 65.8 GB520
...eview Gptqmodel 4bit Vortex V232K / 15.8 GB123216
...wen2.5 Coder 32B Instruct 3bit32K / 14.3 GB163
...wen2.5 Coder 32B Instruct 4bit32K / 18.5 GB3694767
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/DeepSeek-R1-Distill-Qwen-32B-4bit.

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Release v20241227
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