deepseek-r1-0528#

  • Context Length: 163840

  • Model Name: deepseek-r1-0528

  • Languages: en, zh

  • Abilities: chat, reasoning

  • Description: DeepSeek-R1, which incorporates cold-start data before RL. DeepSeek-R1 achieves performance comparable to OpenAI-o1 across math, code, and reasoning tasks.

Specifications#

Model Spec 1 (pytorch, 671 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 671

  • Quantizations: none

  • Engines: vLLM, Transformers, SGLang

  • Model ID: deepseek-ai/DeepSeek-R1-0528

  • Model Hubs: Hugging Face, ModelScope

Execute the following command to launch the model, remember to replace ${quantization} with your chosen quantization method from the options listed above:

xinference launch --model-engine ${engine} --model-name deepseek-r1-0528 --size-in-billions 671 --model-format pytorch --quantization ${quantization}

Model Spec 2 (gptq, 671 Billion)#

  • Model Format: gptq

  • Model Size (in billions): 671

  • Quantizations: Int4-Int8Mix-Lite, Int4-Int8Mix-Compact, Int4-Int8Mix-Medium

  • Engines: vLLM, Transformers, SGLang

  • Model ID: QuantTrio/DeepSeek-R1-0528-GPTQ-{quantization}

  • Model Hubs: Hugging Face, ModelScope

Execute the following command to launch the model, remember to replace ${quantization} with your chosen quantization method from the options listed above:

xinference launch --model-engine ${engine} --model-name deepseek-r1-0528 --size-in-billions 671 --model-format gptq --quantization ${quantization}