|
|
--- |
|
|
title: Webapp Factory WizardCoder Transformers |
|
|
emoji: 🏭🧙 |
|
|
colorFrom: brown |
|
|
colorTo: red |
|
|
sdk: docker |
|
|
pinned: false |
|
|
app_port: 7860 |
|
|
--- |
|
|
|
|
|
A minimalist Docker project to generate apps on demand. |
|
|
|
|
|
Ready to be used in a Hugging Face Space. |
|
|
|
|
|
# WARNING |
|
|
|
|
|
WARNING! This is an experimental version of the "Webapp Factory" project, and it might not work properly! |
|
|
|
|
|
# Examples |
|
|
|
|
|
## Local prompt examples |
|
|
|
|
|
``` |
|
|
http://localhost:7860/?prompt=a%20pong%20game%20clone%20in%20HTML,%20made%20using%20the%20canvas |
|
|
``` |
|
|
``` |
|
|
http://localhost:7860/?prompt=a simple html canvas game where we need to feed tadpoles controlled by an AI. The tadpoles move randomly, but when the user click inside the canvas to add some kind of food, the tadpoles will compete to eat it. Tadpole who didn't eat will die, and those who ate will reproduce. |
|
|
``` |
|
|
|
|
|
## Installation |
|
|
|
|
|
### Prerequisites |
|
|
|
|
|
**A powerful machine is required! You need at least 24 Gb of memory!** |
|
|
|
|
|
- Install NVM: https://github.com/nvm-sh/nvm |
|
|
- Install Docker https://www.docker.com |
|
|
|
|
|
### Python |
|
|
|
|
|
This project relies on Python dependencies called through Pythonia. |
|
|
|
|
|
To install those dependencies, first you should create and activate a new virtual environment for Python: |
|
|
|
|
|
```bash |
|
|
python -m venv .venv |
|
|
source .venv/bin/activate |
|
|
pip install --upgrade pip |
|
|
pip install torch |
|
|
``` |
|
|
|
|
|
Note: the Dockerfile will install pytorch itself |
|
|
|
|
|
Then install the dependencies in it: |
|
|
```bash |
|
|
pip install -r requirements.txt |
|
|
``` |
|
|
|
|
|
### Installing the model |
|
|
|
|
|
For this project we need to download the model in advance: |
|
|
|
|
|
``` |
|
|
# go to the models directory |
|
|
cd models |
|
|
|
|
|
# Make sure you have git-lfs installed (https://git-lfs.com) |
|
|
git lfs install |
|
|
|
|
|
git clone https://huggingface.co/WizardLM/WizardCoder-15B-V1.0 |
|
|
|
|
|
cd .. |
|
|
``` |
|
|
|
|
|
Note: the Dockerfile script will do this automatically |
|
|
|
|
|
### Building and run without Docker |
|
|
|
|
|
```bash |
|
|
nvm use |
|
|
npm i |
|
|
npm run start |
|
|
``` |
|
|
|
|
|
### Building and running with Docker |
|
|
|
|
|
```bash |
|
|
npm run docker |
|
|
``` |
|
|
|
|
|
This script is a shortcut executing the following commands: |
|
|
|
|
|
```bash |
|
|
docker build -t webapp-factory-wizardcoder-transformers . |
|
|
docker run -it -p 7860:7860 webapp-factory-wizardcoder-transformers |
|
|
``` |
|
|
|
|
|
|
