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Deepseek R1 Qwen32b Mlx 6bit by nisten

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  6-bit   6bit   Autotrain compatible Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-coder-...   Code   Codegen   Conversational   Endpoints compatible   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/nisten/deepseek-r1-qwen32b-mlx-6bit 

Deepseek R1 Qwen32b Mlx 6bit Benchmarks

LLME Score: 0.20127
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepseek R1 Qwen32b Mlx 6bit (nisten/deepseek-r1-qwen32b-mlx-6bit)
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Deepseek R1 Qwen32b Mlx 6bit Parameters and Internals

LLM NameDeepseek R1 Qwen32b Mlx 6bit
Repository 🤗https://huggingface.co/nisten/deepseek-r1-qwen32b-mlx-6bit 
Base Model(s)  Qwen/Qwen2.5-Coder-32B   DeepSeek R1 Distill Qwen 32B   Qwen/Qwen2.5-Coder-32B   deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
Model Size32b
Required VRAM25.5 GB
Updated2025-11-11
Maintainernisten
Model Typeqwen2
Model Files  5.3 GB: 1-of-5   5.3 GB: 2-of-5   5.3 GB: 3-of-5   5.3 GB: 4-of-5   4.3 GB: 5-of-5
Quantization Type6bit
Generates CodeYes
Model ArchitectureQwen2ForCausalLM
Licensemit
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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....5 Coder 32B Instruct Bnb 4bit32K / 19.2 GB40445
...wen2.5 Coder 32B Instruct 3bit32K / 14.3 GB324
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Qwen2.5 Coder 32B Bnb 4bit32K / 19.2 GB8535
...wen2.5 Coder 32B Instruct 8bit32K / 34.9 GB12711
...truct Gptqmodel 4bit Vortex V132K / 21.3 GB1016
Qwen2.5 Coder 32B 8bit32K / 34.9 GB224
Qwen2.5 Coder 32B 4bit32K / 18.5 GB133
...y Qwen2.5coder 32B V24.1q 200K195K / 65.8 GB72
...2.5 Godzilla Coder V2 51B 128K128K / 102.1 GB81
Note: green Score (e.g. "73.2") means that the model is better than nisten/deepseek-r1-qwen32b-mlx-6bit.

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Release v20241124
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