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---
license: apache-2.0
language:
- en
---
## Preparing the dataset
### NOTICE:
All code is owned by Hugging Face and uses the Apache 2.0 Licence. While I clean and strip the dataset for processing, do note that this dataset is under the same scruteny as the original Apache 2.0 License.
## Clone Repo
Data souce used is the [accelerate](https://github.com/huggingface/accelerate) repository. I'm using the latest version, v0.25.0
```bash
git clone https://github.com/huggingface/accelerate
cd accelerate
git checkout v0.25.0
cd ..
mkdir docs src
mv accelerate/src/accelerate/* src
mv accelerate/docs/* docs
cd src
rm __init__.py commands/__init__.py test_utils/__init__.py utils/__init__.py
```
### Cleaning the dataset
Using `regex` in VSCODE, use the following replacement:
```regex
# Copyright(.*\n)+# limitations under the license.
```
```regex
<!--Copyright(.*\n)+-->
```
In the source:
```regex
"""
```
To:
```regex
"""
```
Then remove all import statements (as we only care about the content).
Strip all blank spaces/whitespace:
```regex
^(?:[\t ]*(?:\r?\n|\r))+
```
**WARNING**: It is known that this will seperate out the `_inner()` in the source code and use it as a seperate function losing the context. Trying out with this issue for now. |