DeepSeek’s first-generation reasoning models, achieving performance comparable to OpenAI-o1 across math, code, and reasoning tasks. This model checkpoint supports tool usage through a custom chat template, available at MFDoom/deepseek-r1-tool-calling.

Deepseek API Notice ⚠️

The current version of the deepseek-chat model’s Function Calling capabilitity is unstable, which may result in looped calls or empty responses. We are actively working on a fix, and it is expected to be resolved in the next version.

Models

1.5B Qwen DeepSeek R1

ollama run MFDoom/deepseek-r1-tool-calling:1.5b

7B Qwen DeepSeek R1

ollama run MFDoom/deepseek-r1-tool-calling:7b

8B Llama DeepSeek R1

ollama run MFDoom/deepseek-r1-tool-calling:8b

14B Qwen DeepSeek R1

ollama run MFDoom/deepseek-r1-tool-calling:14b

32B Qwen DeepSeek R1

ollama run MFDoom/deepseek-r1-tool-calling:32b

70B Llama DeepSeek R1

ollama run MFDoom/deepseek-r1-tool-calling:70b

671B DeepSeek R1

ollama run MFDoom/deepseek-r1-tool-calling:671b

# DeepSeek-R1 with Tool Calling

<div align="center">
  <img src="https://github.com/deepseek-ai/DeepSeek-V2/blob/main/figures/logo.svg?raw=true" width="60%" alt="deepseek-r1" />
</div>
<hr>
<div align="center" style="line-height: 1;">
  <a href="https://github.com/deepseek-ai/DeepSeek-R1/blob/main/DeepSeek_R1.pdf"><b>Paper Link</b>👁️</a>
</p>

## [Deepseek API Notice](https://api-docs.deepseek.com/guides/function_calling) ⚠️
The current version of the deepseek-chat model's Function Calling capabilitity is unstable, which may result in looped calls or empty responses. We are actively working on a fix, and it is expected to be resolved in the next version.

## Models

**1.5B Qwen DeepSeek R1**

```
ollama run MFDoom/deepseek-r1-tool-calling:1.5b
```

**7B Qwen DeepSeek R1**

```
ollama run MFDoom/deepseek-r1-tool-calling:7b
```

**8B Llama DeepSeek R1**

```
ollama run MFDoom/deepseek-r1-tool-calling:8b
```

**14B Qwen DeepSeek R1**

```
ollama run MFDoom/deepseek-r1-tool-calling:14b
```

**32B Qwen DeepSeek R1**

```
ollama run MFDoom/deepseek-r1-tool-calling:32b
```

**70B Llama DeepSeek R1**

```
ollama run MFDoom/deepseek-r1-tool-calling:70b
```

**671B DeepSeek R1**

```
ollama run MFDoom/deepseek-r1-tool-calling:671b
```

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