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DeepSeek R1 0528 Quantized.w4a16 by RedHatAI

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Model Card on HF 🤗: https://huggingface.co/RedHatAI/DeepSeek-R1-0528-quantized.w4a16 

DeepSeek R1 0528 Quantized.w4a16 Benchmarks

LLME Score: 0.33231
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeepSeek R1 0528 Quantized.w4a16 (RedHatAI/DeepSeek-R1-0528-quantized.w4a16)
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DeepSeek R1 0528 Quantized.w4a16 Parameters and Internals

LLM NameDeepSeek R1 0528 Quantized.w4a16
Repository 🤗https://huggingface.co/RedHatAI/DeepSeek-R1-0528-quantized.w4a16 
Base Model(s)  DeepSeek R1 0528   deepseek-ai/DeepSeek-R1-0528
Required VRAM263.8 GB
Updated2025-06-14
MaintainerRedHatAI
Model Typedeepseek_v3
Model Files  1.9 GB: 1-of-63   1.2 GB: 2-of-63   1.2 GB: 3-of-63   1.2 GB: 4-of-63   6.3 GB: 5-of-63   6.3 GB: 6-of-63   6.3 GB: 7-of-63   6.3 GB: 8-of-63   6.3 GB: 9-of-63   6.3 GB: 10-of-63   6.3 GB: 11-of-63   6.3 GB: 12-of-63   6.3 GB: 13-of-63   6.3 GB: 14-of-63   6.3 GB: 15-of-63   6.3 GB: 16-of-63   6.3 GB: 17-of-63   6.3 GB: 18-of-63   6.3 GB: 19-of-63   6.3 GB: 20-of-63   6.3 GB: 21-of-63   6.3 GB: 22-of-63   6.3 GB: 23-of-63   6.3 GB: 24-of-63   6.3 GB: 25-of-63   6.3 GB: 26-of-63   6.3 GB: 27-of-63   6.3 GB: 28-of-63   6.3 GB: 29-of-63   6.3 GB: 30-of-63   6.3 GB: 31-of-63   6.3 GB: 32-of-63   6.3 GB: 33-of-63   6.3 GB: 34-of-63   6.3 GB: 35-of-63   6.3 GB: 36-of-63   6.3 GB: 37-of-63   6.3 GB: 38-of-63   6.3 GB: 39-of-63   6.3 GB: 40-of-63   6.3 GB: 41-of-63   6.3 GB: 42-of-63   6.3 GB: 43-of-63   6.3 GB: 44-of-63   6.3 GB: 45-of-63
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureDeepseekV3ForCausalLM
Licensemit
Context Length163840
Model Max Length163840
Transformers Version4.52.0.dev0
Vocabulary Size129280
Torch Data Typebfloat16

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Context / RAM
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DeepSeek R1 0528 GGUF160K /  GB108189150
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DeepSeek V3.0324 GGUF160K /  GB188750189
DeepSeek R1 0528 AWQ160K / 205 GB983313
DeepSeek R1 FP4160K / 226.6 GB48213254
DeepSeek R1 0528 FP4160K / 107 GB199121
DeepSeek V3.0324 GGUF UD160K /  GB924510
DeepSeek R1 GGUF UD160K /  GB461816
DeepSeek V3.0324 AWQ160K / 351.9 GB604620
Note: green Score (e.g. "73.2") means that the model is better than RedHatAI/DeepSeek-R1-0528-quantized.w4a16.

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