deepseek-r1:32b - Ollama 框架

deepseek-r1

DeepSeek的第一代推理模型，其性能与OpenAI-o1相当，包括基于Llama和Qwen的DeepSeek-R1提炼出的六个密集模型。

1.5b 7b 8b 14b 32b 70b 671b

7.7M 下载次数更新于 13 天前

2 周前更新

2 周前

38056bbcbb2d · 20GB

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MIT License Copyright (c) 2023 DeepSeek Permission is hereby granted, free of charge, to any perso

自述文件

DeepSeek的第一代推理模型，在数学、代码和推理任务中实现了与OpenAI-o1相当的性能。

模型

DeepSeek-R1

ollama run deepseek-r1:671b

提炼模型

DeepSeek团队已经证明，较大模型的推理模式可以提炼到较小的模型中，与通过RL在小型模型上发现的推理模式相比，可以获得更好的性能。

以下是通过微调针对研究社区广泛使用的几种密集模型，并使用DeepSeek-R1生成的推理数据创建的模型。评估结果表明，提炼出的小型密集模型在基准测试中表现非常出色。

DeepSeek-R1-Distill-Qwen-1.5B

ollama run deepseek-r1:1.5b

DeepSeek-R1-Distill-Qwen-7B

ollama run deepseek-r1:7b

DeepSeek-R1-Distill-Llama-8B

ollama run deepseek-r1:8b

DeepSeek-R1-Distill-Qwen-14B

ollama run deepseek-r1:14b

DeepSeek-R1-Distill-Qwen-32B

ollama run deepseek-r1:32b

DeepSeek-R1-Distill-Llama-70B

ollama run deepseek-r1:70b

许可证

模型权重根据MIT许可证获得许可。DeepSeek-R1系列支持商业用途，允许任何修改和衍生作品，包括但不限于为训练其他LLM而进行的提炼。请注意

Qwen提炼模型源自Qwen-2.5系列，该系列最初根据Apache 2.0许可证获得许可，现在使用DeepSeek-R1精选的80万个样本进行微调。

Llama 8B提炼模型源自Llama3.1-8B-Base，最初根据llama3.1许可证获得许可。

Llama 70B提炼模型源自Llama3.3-70B-Instruct，最初根据llama3.3许可证获得许可。

<img src="/assets/library/deepseek-v3/069ccc94-63b0-41e6-b2b3-e8e56068ab1a" width="320" />

DeepSeek's first-generation reasoning models, achieving performance comparable to OpenAI-o1 across math, code, and reasoning tasks.

## Models

**DeepSeek-R1**

```
ollama run deepseek-r1:671b
```

### Distilled models

DeepSeek team has demonstrated that the reasoning patterns of larger models can be distilled into smaller models, resulting in better performance compared to the reasoning patterns discovered through RL on small models.

Below are the models created via fine-tuning against several dense models widely used in the research community using reasoning data generated by DeepSeek-R1. The evaluation results demonstrate that the distilled smaller dense models perform exceptionally well on benchmarks.

**DeepSeek-R1-Distill-Qwen-1.5B**

```
ollama run deepseek-r1:1.5b
```

**DeepSeek-R1-Distill-Qwen-7B**

```
ollama run deepseek-r1:7b
```

**DeepSeek-R1-Distill-Llama-8B**

```
ollama run deepseek-r1:8b
```

**DeepSeek-R1-Distill-Qwen-14B**

```
ollama run deepseek-r1:14b
```

**DeepSeek-R1-Distill-Qwen-32B**

```
ollama run deepseek-r1:32b
```

**DeepSeek-R1-Distill-Llama-70B**

```
ollama run deepseek-r1:70b
```

![deepseek](/assets/library/deepseek-r1/e44d096e-fa46-4cae-b2f2-53991e8c8da0)

### License

The model weights are licensed under the MIT License. DeepSeek-R1 series support commercial use, allow for any modifications and derivative works, including, but not limited to, distillation for training other LLMs. Please note that:

The Qwen distilled models are derived from Qwen-2.5 series, which are originally licensed under Apache 2.0 License, and now finetuned with 800k samples curated with DeepSeek-R1.

The Llama 8B distilled model is derived from Llama3.1-8B-Base and is originally licensed under llama3.1 license.

The Llama 70B distilled model is derived from Llama3.3-70B-Instruct and is originally licensed under llama3.3 license.

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