94 lines
3.5 KiB
Markdown
94 lines
3.5 KiB
Markdown
<div align="center">
|
||
|
||
# 🐾 Tabby
|
||
|
||
[](https://opensource.org/licenses/Apache-2.0)
|
||
[](https://github.com/psf/black)
|
||
[](https://github.com/TabbyML/tabby/actions/workflows/docker.yml)
|
||
[](https://hub.docker.com/r/tabbyml/tabby)
|
||
|
||
|
||
|
||
</div>
|
||
|
||
Self-hosted AI coding assistant. An opensource / on-prem alternative to GitHub Copilot.
|
||
|
||
> **Warning**
|
||
> Tabby is still in the alpha phase
|
||
|
||
## Features
|
||
|
||
* Self-contained, with no need for a DBMS or cloud service
|
||
* Web UI for visualizing and configuration models and MLOps.
|
||
* OpenAPI interface, easy to integrate with existing infrastructure (e.g Cloud IDE).
|
||
* Consumer level GPU supports (FP-16 weight loading with various optimization).
|
||
|
||
## Demo
|
||
<p align="center">
|
||
<a href="https://huggingface.co/spaces/TabbyML/tabby"><img alt="Open in Spaces" src="https://huggingface.co/datasets/huggingface/badges/raw/main/open-in-hf-spaces-md.svg"></a>
|
||
</p>
|
||
|
||
<p align="center">
|
||
<img alt="Demo" src="https://user-images.githubusercontent.com/388154/230440226-9bc01d05-9f57-478b-b04d-81184eba14ca.gif">
|
||
</p>
|
||
|
||
|
||
|
||
## Get started: Server
|
||
|
||
### Docker
|
||
|
||
**NOTE**: Tabby requires [Pascal or newer](https://arnon.dk/matching-sm-architectures-arch-and-gencode-for-various-nvidia-cards/) NVIDIA GPU.
|
||
|
||
Before running Tabby, ensure the installation of the [NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html).
|
||
We suggest using NVIDIA drivers that are compatible with CUDA version 11.8 or higher.
|
||
```bash
|
||
# Create data dir and grant owner to 1000 (Tabby run as uid 1000 in container)
|
||
mkdir -p data/hf_cache && chown -R 1000 data
|
||
|
||
docker run \
|
||
--gpus all \
|
||
-it --rm \
|
||
-v "/$(pwd)/data:/data" \
|
||
-v "/$(pwd)/data/hf_cache:/home/app/.cache/huggingface" \
|
||
-p 5000:5000 \
|
||
-e MODEL_NAME=TabbyML/J-350M \
|
||
-e MODEL_BACKEND=triton \
|
||
--name=tabby \
|
||
tabbyml/tabby
|
||
```
|
||
|
||
You can then query the server using `/v1/completions` endpoint:
|
||
```bash
|
||
curl -X POST http://localhost:5000/v1/completions -H 'Content-Type: application/json' --data '{
|
||
"prompt": "def binarySearch(arr, left, right, x):\n mid = (left +"
|
||
}'
|
||
```
|
||
|
||
We also provides an interactive playground in admin panel [localhost:5000/_admin](http://localhost:5000/_admin)
|
||
|
||
### Skypilot
|
||
See [deployment/skypilot/README.md](./deployment/skypilot/README.md)
|
||
|
||
## Getting Started: Client
|
||
We offer multiple methods to connect to Tabby Server, including using OpenAPI and editor extensions.
|
||
|
||
### API
|
||
Tabby has opened a FastAPI server at [localhost:5000](https://localhost:5000), which includes an OpenAPI documentation of the HTTP API. The same API documentation is also hosted at https://tabbyml.github.io/tabby
|
||
|
||
### Editor Extensions
|
||
|
||
* [VSCode Extension](./clients/vscode) – Install from the [marketplace](https://marketplace.visualstudio.com/items?itemName=TabbyML.vscode-tabby), or [open-vsx.org](https://open-vsx.org/extension/TabbyML/vscode-tabby)
|
||
* [VIM Extension](./clients/vim)
|
||
|
||
## Development
|
||
|
||
Go to `development` directory.
|
||
```bash
|
||
make dev
|
||
```
|
||
or
|
||
```bash
|
||
make dev-triton # Turn on triton backend (for cuda env developers)
|
||
```
|