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OpenHands/docs/guides/LocalLLMs.md
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Co-authored-by: Engel Nyst <enyst@users.noreply.github.com>
2024-04-19 10:47:54 -04:00

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# Local LLM Guide with Ollama server
## 0. Install and Start ollama:
run the following command in a conda env with CUDA etc.
Linux:
```
curl -fsSL https://ollama.com/install.sh | sh
```
Windows or macOS:
- Download from [here](https://ollama.com/download/)
Then run:
```bash
ollama serve
```
## 1. Install Models:
Ollama model names can be found [here](https://ollama.com/library). For a small example, you can use
the codellama:7b model. Bigger models will generally perform better.
```
ollama pull codellama:7b
```
you can check which models you have downloaded like this:
```
~$ ollama list
NAME ID SIZE MODIFIED
llama2:latest 78e26419b446 3.8 GB 6 weeks ago
mistral:7b-instruct-v0.2-q4_K_M eb14864c7427 4.4 GB 2 weeks ago
starcoder2:latest f67ae0f64584 1.7 GB 19 hours ago
```
## 3. Start OpenDevin
Use the instructions in [README.md](/README.md) to start OpenDevin using Docker.
When running `docker run`, add the following environment variables using `-e`:
```bash
LLM_API_KEY="ollama"
LLM_BASE_URL="http://localhost:11434"
```
For example:
```bash
# The directory you want OpenDevin to modify. MUST be an absolute path!
export WORKSPACE_DIR=$(pwd)/workspace
docker run \
-e LLM_API_KEY="ollama" \
-e LLM_BASE_URL="http://localhost:11434"
-e WORKSPACE_MOUNT_PATH=$WORKSPACE_DIR \
-v $WORKSPACE_DIR:/opt/workspace_base \
-v /var/run/docker.sock:/var/run/docker.sock \
-p 3000:3000 \
ghcr.io/opendevin/opendevin:main
```
You should now be able to connect to `http://localhost:3001/`
## 4. Select your Model
In the OpenDevin UI, click on the Settings wheel in the bottom-left corner.
Then in the `Model` input, enter `codellama:7b`, or the name of the model you pulled earlier, and click Save.
And now you're ready to go!