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Setup AI locally by Ollama

This post was last updated for 309 days ago, and the information may already be changed

EDIT: With SiYuan >=3.0.0 setup is much easier. Please see my latest comment.

It is possible to serve a LLM locally using an OpenAI compatible API. It seems to be possible to use local inference with SiYuan:

Once

Install ollama
Install LiteLLM
- pipx install 'litellm[proxy]'
ollama run orca2

Serve

ollama serve & litellm --model ollama/orca2

The settings in Siyuan are:

Model: gpt-4
API Base URL http://0.0.0.0:8000

I entered a dummy OpenAI API key (any value works)

You can use any model provided by ollama (or see liteLLM for even more models)

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dwinkl updated this article at 2024-02-21 02:09:46

dwinkl updated this article at 2024-01-06 06:56:14

dwinkl updated this article at 2024-01-06 06:54:34

dwinkl 11 months

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Setup AI locally by Ollama

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dwinkl • 10 months • 2
PRO Author

Ollama is now OpenAI compatible by itself so the setup should be easier

OpenAI compatibility · Ollama Blog Ollama now has initial compatibility with the OpenAI Chat Completions API, making it possible to use existing tooling built for OpenAI with local models via Ollama. ollama.ai
dwinkl • 9 months • 1
PRO Author
With the release of SiYuan 3.0.0 we can now set the LLM to use. This makes the setup trivial. For example I downloaded dolphin-mixtral using ollama by running:
```
ollama run dolphin-mixtral
```
after downloading the weights simply run
```
ollama serve
```
or open the ollama app.

In SiYuan you set the model you just downloaded as OpenAI and your localhost as the server

dolphin-mixtral is quite large so you will need a powerfull computer. A model I can recommend for faster inference/less powerful machines is Microsoft's Phi-2:

phi Phi-2: a 2.7B language model by Microsoft Research that demonstrates outstanding reasoning and language understanding capabilities. ollama.com

dwinkl

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