2023-07-18 12:45:38 -07:00
< div align = "center" >
< picture >
< source media = "(prefers-color-scheme: dark)" height = "200px" srcset = "https://github.com/jmorganca/ollama/assets/3325447/318048d2-b2dd-459c-925a-ac8449d5f02c" >
< img alt = "logo" height = "200px" src = "https://github.com/jmorganca/ollama/assets/3325447/c7d6e15f-7f4d-4776-b568-c084afa297c2" >
< / picture >
< / div >
2023-07-05 15:37:33 -04:00
2023-06-27 12:08:52 -04:00
# Ollama
2023-06-22 12:45:31 -04:00
2023-07-19 12:31:48 -07:00
[![Discord ](https://dcbadge.vercel.app/api/server/ollama?style=flat&compact=true )](https://discord.gg/ollama)
2023-07-19 12:28:50 -07:00
Create, run, and share large language models (LLMs). Ollama bundles a model’ s weights, configuration, prompts, and more into self-contained packages that can run on any machine.
2023-07-05 15:37:33 -04:00
2023-07-18 13:22:33 -07:00
> Note: Ollama is in early preview. Please report any issues you find.
2023-07-05 15:37:33 -04:00
2023-07-18 13:31:25 -07:00
## Download
- [Download ](https://ollama.ai/download ) for macOS on Apple Silicon (Intel coming soon)
- Download for Windows and Linux (coming soon)
- Build [from source ](#building )
2023-07-19 12:28:50 -07:00
## Quickstart
To run and chat with [Llama 2 ](https://ai.meta.com/llama ), the new model by Meta:
```
ollama run llama2
```
## Model library
Ollama includes a library of open-source, pre-trained models. More models are coming soon. You should have at least 8 GB of RAM to run the 3B models, 16 GB to run the 7B models, and 32 GB to run the 13B models.
| Model | Parameters | Size | Download |
| ------------------------ | ---------- | ----- | --------------------------- |
| Llama2 | 7B | 3.8GB | `ollama pull llama2` |
| Llama2 13B | 13B | 7.3GB | `ollama pull llama2:13b` |
| Orca Mini | 3B | 1.9GB | `ollama pull orca` |
| Vicuna | 7B | 3.8GB | `ollama pull vicuna` |
| Nous-Hermes | 13B | 7.3GB | `ollama pull nous-hermes` |
| Wizard Vicuna Uncensored | 13B | 7.3GB | `ollama pull wizard-vicuna` |
2023-07-18 13:22:33 -07:00
## Examples
2023-06-27 17:13:07 -04:00
2023-07-19 12:28:50 -07:00
### Run a model
2023-06-30 12:39:25 -04:00
2023-06-22 12:45:31 -04:00
```
2023-07-18 13:22:33 -07:00
ollama run llama2
>>> hi
Hello! How can I help you today?
2023-06-22 12:45:31 -04:00
```
2023-07-19 12:28:50 -07:00
### Create a custom character model
Pull a base model:
```
ollama pull orca
```
2023-07-05 15:37:33 -04:00
2023-07-18 13:22:33 -07:00
Create a `Modelfile` :
2023-07-05 15:37:33 -04:00
2023-06-30 12:31:00 -04:00
```
2023-07-19 12:28:50 -07:00
FROM orca
2023-07-18 13:22:33 -07:00
PROMPT """
2023-07-19 12:28:50 -07:00
### System:
2023-07-18 13:32:06 -07:00
You are Mario from Super Mario Bros. Answer as Mario, the assistant, only.
2023-06-30 12:31:00 -04:00
2023-07-19 12:28:50 -07:00
### User:
{{ .Prompt }}
### Response:
2023-07-18 13:22:33 -07:00
"""
2023-06-29 18:25:02 -04:00
```
2023-07-07 16:14:58 -04:00
2023-07-18 13:22:33 -07:00
Next, create and run the model:
2023-07-07 16:14:58 -04:00
```
2023-07-18 13:22:33 -07:00
ollama create mario -f ./Modelfile
ollama run mario
>>> hi
Hello! It's your friend Mario.
2023-07-07 16:14:58 -04:00
```
2023-07-19 12:28:50 -07:00
For more info on `Modelfile` syntax see [this doc ](./docs/modelfile ).
### Pull a model from the registry
2023-07-06 16:21:01 -04:00
2023-07-19 12:28:50 -07:00
```
ollama pull nous-hermes
```
2023-06-28 09:57:36 -04:00
2023-07-03 16:32:48 -04:00
## Building
```
2023-07-11 09:50:02 -07:00
go build .
2023-07-03 16:32:48 -04:00
```
2023-07-05 15:37:33 -04:00
To run it start the server:
2023-06-27 13:46:46 -04:00
2023-07-05 15:37:33 -04:00
```
2023-07-19 08:14:44 -06:00
./ollama serve &
2023-07-05 15:37:33 -04:00
```
Finally, run a model!
```
2023-07-18 13:22:33 -07:00
./ollama run llama2
2023-07-05 15:37:33 -04:00
```