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update readme and citation. #7

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Merged
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Oct 4, 2023
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update readme and citation. #7

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5 changes: 3 additions & 2 deletions metaclip/README.md
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# MetaCLIP

This is a minimal demo/skeleton code of CLIP curation, please check Algorithm 1 in MetaCLIP paper.
**This is not the production pipeline used to collect data for paper**.
This is a minimal demo/skeleton code of CLIP curation, please check Algorithm 1 in [MetaCLIP paper](https://arxiv.org/pdf/2309.16671.pdf).
**This is not the pipeline used to collect data in paper**.

## Part 1 Sub-string matching

Expand Down Expand Up @@ -37,6 +37,7 @@ Want a distributed system to parse the full CC and download a dataset? consider

## Part 2 Balancing (expected after image downloading/NSFW/dedup)


```bash
mkdir -p data/CC/balanced
python metaclip/balancing.py data/CC/matched data/CC/balanced 20000 # the magic 20k !
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0 CITATION.cff → openclip_CITATION.cff
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