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DeepSeek R1 FP4 by nvidia

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Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a...   Conversational   Custom code   Deepseek v3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/nvidia/DeepSeek-R1-FP4 

DeepSeek R1 FP4 Benchmarks

LLME Score: 0.37656
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeepSeek R1 FP4 (nvidia/DeepSeek-R1-FP4)
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DeepSeek R1 FP4 Parameters and Internals

LLM NameDeepSeek R1 FP4
Repository 🤗https://huggingface.co/nvidia/DeepSeek-R1-FP4 
Base Model(s)  DeepSeek R1   deepseek-ai/DeepSeek-R1
Required VRAM226.6 GB
Updated2025-06-14
Maintainernvidia
Model Typedeepseek_v3
Model Files  5.4 GB: 1-of-80   5.4 GB: 2-of-80   5.4 GB: 3-of-80   5.4 GB: 4-of-80   5.4 GB: 5-of-80   5.4 GB: 6-of-80   5.4 GB: 7-of-80   5.4 GB: 8-of-80   5.4 GB: 9-of-80   5.4 GB: 10-of-80   5.4 GB: 11-of-80   5.4 GB: 12-of-80   5.4 GB: 13-of-80   5.4 GB: 14-of-80   5.4 GB: 15-of-80   5.4 GB: 16-of-80   5.4 GB: 17-of-80   5.4 GB: 18-of-80   5.4 GB: 19-of-80   5.2 GB: 20-of-80   5.4 GB: 21-of-80   5.4 GB: 22-of-80   5.4 GB: 23-of-80   5.4 GB: 24-of-80   5.4 GB: 25-of-80   5.4 GB: 26-of-80   5.4 GB: 27-of-80   5.4 GB: 28-of-80   5.4 GB: 29-of-80   5.4 GB: 30-of-80   5.4 GB: 31-of-80   5.4 GB: 32-of-80   5.4 GB: 33-of-80   5.4 GB: 34-of-80   5.4 GB: 35-of-80   5.4 GB: 36-of-80   5.4 GB: 37-of-80   5.4 GB: 38-of-80   5.4 GB: 39-of-80   5.4 GB: 40-of-80   5.4 GB: 41-of-80   5.4 GB: 42-of-80
Model ArchitectureDeepseekV3ForCausalLM
Licensemit
Context Length163840
Model Max Length163840
Transformers Version4.46.3
Vocabulary Size129280
Torch Data Typebfloat16

Best Alternatives to DeepSeek R1 FP4

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Context / RAM
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DeepSeek R1 0528 FP4160K / 107 GB199121
R1 1776160K / 243.4 GB13097
DeepSeek V3.0324 FP4160K / 242.8 GB1134
DeepSeek R1 0528 GGUF160K /  GB108189150
DeepSeek V3 AWQ160K / 351.9 GB357134
DeepSeek R1 GGUF160K /  GB536061078
DeepSeek V3.0324 GGUF160K /  GB188750189
DeepSeek R1 0528 AWQ160K / 205 GB983313
...epSeek R1 0528 Quantized.w4a16160K / 263.8 GB16566
DeepSeek V3.0324 GGUF UD160K /  GB924510
Note: green Score (e.g. "73.2") means that the model is better than nvidia/DeepSeek-R1-FP4.

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Release v20241124
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