cleanup

README.md

@@ -1,68 +1,7 @@
 [![Multi-Modality](agorabanner.png)](https://discord.gg/qUtxnK2NMf)
 
-# Python Package Template
-A easy, reliable, fluid template for python packages complete with docs, testing suites, readme's, github workflows, linting and much much more
-
-
-## Installation
-
-You can install the package using pip
-
-```bash
-pip install -e .
-```
-
-# Usage
-```python
-print("hello world")
-
-```
-
-
-
-### Code Quality 🧹
-
-We provide two handy commands inside the `Makefile`, namely:
-
-- `make style` to format the code
-- `make check_code_quality` to check code quality (PEP8 basically)
-- `black .`
-- `ruff . --fix`
-
-### Tests 🧪
-
-[`pytests`](https://docs.pytest.org/en/7.1.x/) is used to run our tests.
-
-### Publish on PyPi 🚀
-
-**Important**: Before publishing, edit `__version__` in [src/__init__](/src/__init__.py) to match the wanted new version.
-
-```
-poetry build
-poetry publish
-```
-
-### CI/CD 🤖
-
-We use [GitHub actions](https://github.com/features/actions) to automatically run tests and check code quality when a new PR is done on `main`.
-
-On any pull request, we will check the code quality and tests.
-
-When a new release is created, we will try to push the new code to PyPi. We use [`twine`](https://twine.readthedocs.io/en/stable/) to make our life easier. 
-
-The **correct steps** to create a new realease are the following:
-- edit `__version__` in [src/__init__](/src/__init__.py) to match the wanted new version.
-- create a new [`tag`](https://git-scm.com/docs/git-tag) with the release name, e.g. `git tag v0.0.1 && git push origin v0.0.1` or from the GitHub UI.
-- create a new release from GitHub UI
-
-The CI will run when you create the new release.
-
-# Docs
-We use MK docs. This repo comes with the zeta docs. All the docs configurations are already here along with the readthedocs configs.
-
-
-# Tests
-`pytest`
+# Vision Datasets
+Scripts and logic to create high quality pre-training and finetuning datasets for multi-modal models!
 
 # License
 MIT