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--- |
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license: apache-2.0 |
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language: |
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- en |
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--- |
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## Preparing the dataset |
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### NOTICE: |
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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. |
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## Clone Repo |
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Data souce used is the [accelerate](https://github.com/huggingface/accelerate) repository. I'm using the latest version, v0.25.0 |
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```bash |
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git clone https://github.com/huggingface/accelerate |
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cd accelerate |
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git checkout v0.25.0 |
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cd .. |
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mkdir docs src |
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mv accelerate/src/accelerate/* src |
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mv accelerate/docs/* docs |
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cd src |
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rm __init__.py commands/__init__.py test_utils/__init__.py utils/__init__.py |
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``` |
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### Cleaning the dataset |
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Using `regex` in VSCODE, use the following replacement: |
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```regex |
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# Copyright(.*\n)+# limitations under the license. |
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``` |
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```regex |
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<!--Copyright(.*\n)+--> |
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``` |
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In the source: |
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```regex |
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""" |
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``` |
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To: |
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```regex |
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""" |
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``` |
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Then remove all import statements (as we only care about the content). |
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Strip all blank spaces/whitespace: |
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```regex |
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^(?:[\t ]*(?:\r?\n|\r))+ |
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``` |
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**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. |
