HuatuoGPT-o1-LLaMA-3.1#

  • Context Length: 131072

  • Model Name: HuatuoGPT-o1-LLaMA-3.1

  • Languages: en

  • Abilities: chat, tools

  • Description: HuatuoGPT-o1 is a medical LLM designed for advanced medical reasoning. It generates a complex thought process, reflecting and refining its reasoning, before providing a final response.

Specifications#

Model Spec 1 (pytorch, 8 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 8

  • Quantizations: none

  • Engines: vLLM, Transformers, SGLang

  • Model ID: FreedomIntelligence/HuatuoGPT-o1-8B

  • 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 HuatuoGPT-o1-LLaMA-3.1 --size-in-billions 8 --model-format pytorch --quantization ${quantization}

Model Spec 2 (pytorch, 70 Billion)#

  • Model Format: pytorch

  • Model Size (in billions): 70

  • Quantizations: none

  • Engines: vLLM, Transformers, SGLang

  • Model ID: FreedomIntelligence/HuatuoGPT-o1-70B

  • 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 HuatuoGPT-o1-LLaMA-3.1 --size-in-billions 70 --model-format pytorch --quantization ${quantization}