.. _models_llm_fin-r1:

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fin-r1
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- **Context Length:** 131072
- **Model Name:** fin-r1
- **Languages:** en, zh
- **Abilities:** chat
- **Description:** Fin-R1 is a large language model specifically designed for the field of financial reasoning

Specifications
^^^^^^^^^^^^^^


Model Spec 1 (pytorch, 7 Billion)
++++++++++++++++++++++++++++++++++++++++

- **Model Format:** pytorch
- **Model Size (in billions):** 7
- **Quantizations:** none
- **Engines**: vLLM, Transformers, SGLang
- **Model ID:** SUFE-AIFLM-Lab/Fin-R1
- **Model Hubs**:  `Hugging Face <https://huggingface.co/SUFE-AIFLM-Lab/Fin-R1>`__, `ModelScope <https://modelscope.cn/models/AI-ModelScope/Fin-R1>`__

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 fin-r1 --size-in-billions 7 --model-format pytorch --quantization ${quantization}


Model Spec 2 (gptq, 7 Billion)
++++++++++++++++++++++++++++++++++++++++

- **Model Format:** gptq
- **Model Size (in billions):** 7
- **Quantizations:** Int4, Int8
- **Engines**: vLLM, Transformers, SGLang
- **Model ID:** JunHowie/Fin-R1-GPTQ-{quantization}
- **Model Hubs**:  `Hugging Face <https://huggingface.co/JunHowie/Fin-R1-GPTQ-{quantization}>`__, `ModelScope <https://modelscope.cn/models/JunHowie/Fin-R1-GPTQ-{quantization}>`__

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 fin-r1 --size-in-billions 7 --model-format gptq --quantization ${quantization}


Model Spec 3 (fp8, 7 Billion)
++++++++++++++++++++++++++++++++++++++++

- **Model Format:** fp8
- **Model Size (in billions):** 7
- **Quantizations:** FP8
- **Engines**: vLLM, SGLang
- **Model ID:** JunHowie/Fin-R1-FP8-Dynamic
- **Model Hubs**:  `Hugging Face <https://huggingface.co/JunHowie/Fin-R1-FP8-Dynamic>`__, `ModelScope <https://modelscope.cn/models/JunHowie/Fin-R1-FP8-Dynamic>`__

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 fin-r1 --size-in-billions 7 --model-format fp8 --quantization ${quantization}