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README.md |
Ollama
Run large language models with llama.cpp
.
Note: certain models that can be run with Ollama are intended for research and/or non-commercial use only.
Features
- Download and run popular large language models
- Switch between multiple models on the fly
- Hardware acceleration where available (Metal, CUDA)
- Fast inference server written in Go, powered by llama.cpp
- REST API to use with your application (python, typescript SDKs coming soon)
Install
- Download for macOS
- Download for Windows (coming soon)
You can also build the binary from source.
Quickstart
Run a fast and simple model.
ollama run orca
Example models
💬 Chat
Have a conversation.
ollama run vicuna "Why is the sky blue?"
🗺️ Instructions
Get a helping hand.
ollama run orca "Write an email to my boss."
🔎 Ask questions about documents
Send the contents of a document and ask questions about it.
ollama run nous-hermes "$(cat input.txt)", please summarize this story
📖 Storytelling
Venture into the unknown.
ollama run nous-hermes "Once upon a time"
Advanced usage
Run a local model
ollama run ~/Downloads/vicuna-7b-v1.3.ggmlv3.q4_1.bin
Building
go build .
To run it start the server:
./ollama server &
Finally, run a model!
./ollama run ~/Downloads/vicuna-7b-v1.3.ggmlv3.q4_1.bin
API Reference
POST /api/pull
Download a model
curl -X POST http://localhost:11343/api/pull -d '{"model": "orca"}'
POST /api/generate
Complete a prompt
curl -X POST http://localhost:11434/api/generate -d '{"model": "orca", "prompt": "hello!", "stream": true}'