aleshribar3/deepseek-r1-tool-calling

aleshribar3/ deepseek-r1-tool-calling

594 Downloads Updated 2 weeks ago

I have just enabled both calling and thinking to existing deepseek-r1 models.

tools thinking 1.5b 7b 8b 14b 32b

ollama run aleshribar3/deepseek-r1-tool-calling

curl http://localhost:11434/api/chat \
  -d '{
    "model": "aleshribar3/deepseek-r1-tool-calling",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

from ollama import chat

response = chat(
    model='aleshribar3/deepseek-r1-tool-calling',
    messages=[{'role': 'user', 'content': 'Hello!'}],
)
print(response.message.content)

import ollama from 'ollama'

const response = await ollama.chat({
  model: 'aleshribar3/deepseek-r1-tool-calling',
  messages: [{role: 'user', content: 'Hello!'}],
})
console.log(response.message.content)

Applications

Claude Code ollama launch claude --model aleshribar3/deepseek-r1-tool-calling

OpenClaw ollama launch openclaw --model aleshribar3/deepseek-r1-tool-calling

Hermes Agent ollama launch hermes --model aleshribar3/deepseek-r1-tool-calling

Codex ollama launch codex --model aleshribar3/deepseek-r1-tool-calling

OpenCode ollama launch opencode --model aleshribar3/deepseek-r1-tool-calling

Models

View all →

Name

6 models

Size

Context

Input

deepseek-r1-tool-calling:latest

5.2GB · 128K context window · Text · 2 weeks ago

deepseek-r1-tool-calling:latest

5.2GB

128K

Text

deepseek-r1-tool-calling:1.5b

1.1GB · 128K context window · Text · 2 weeks ago

deepseek-r1-tool-calling:1.5b

1.1GB

128K

Text

deepseek-r1-tool-calling:7b

4.7GB · 128K context window · Text · 2 weeks ago

deepseek-r1-tool-calling:7b

4.7GB

128K

Text

deepseek-r1-tool-calling:8b

5.2GB · 128K context window · Text · 2 weeks ago

deepseek-r1-tool-calling:8b

5.2GB

128K

Text

deepseek-r1-tool-calling:14b

9.0GB · 128K context window · Text · 2 weeks ago

deepseek-r1-tool-calling:14b

9.0GB

128K

Text

deepseek-r1-tool-calling:32b

20GB · 128K context window · Text · 2 weeks ago

deepseek-r1-tool-calling:32b

20GB

128K

Text

Readme

DeepSeek-R1 with Tool Calling and Thinking

Paper Link👁️

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 aleshribar3/deepsek-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

8B Qwen DeepSeek R1

ollama run aleshribar3/deepseek-r1-tool-calling:latest

1.5B Qwen DeepSeek R1

ollama run aleshribar3/deepseek-r1-tool-calling:1.5b

7B Qwen DeepSeek R1

ollama run aleshribar3/deepseek-r1-tool-calling:7b

14B Qwen DeepSeek R1

ollama run aleshribar3/deepseek-r1-tool-calling:14b

32B Qwen DeepSeek R1

ollama run aleshribar3/deepseek-r1-tool-calling:32b

### DeepSeek-R1 with Tool Calling and Thinking
![logo.svg](//github.com/deepseek-ai/DeepSeek-V2/blob/main/figures/logo.svg?raw=true)

**[Paper Link](//github.com/deepseek-ai/DeepSeek-R1/blob/main/DeepSeek_R1.pdf)👁️**

### [Deepseek API Notice](//api-docs.deepseek.com/guides/function_calling) ⚠️

### Models

8B Qwen DeepSeek R1

`ollama run aleshribar3/deepseek-r1-tool-calling:latest`

1.5B Qwen DeepSeek R1

`ollama run aleshribar3/deepseek-r1-tool-calling:1.5b`

7B Qwen DeepSeek R1

`ollama run aleshribar3/deepseek-r1-tool-calling:7b`

14B Qwen DeepSeek R1

`ollama run aleshribar3/deepseek-r1-tool-calling:14b`

32B Qwen DeepSeek R1

`ollama run aleshribar3/deepseek-r1-tool-calling:32b`

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