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DataComp

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About

DataComp is a machine learning benchmark platform where users can participate in optimizing data selection to improve model performance. The tool allows users to choose settings to train their models using datasets from a large pool. Users can evaluate their training sets by testing models such as CLIP (Contrastive Language-Image Pre-training) and language models on downstream tasks involving image/text pairs and text data. The goal is to find the best possible data for enhancing model performance.

Platform

Keywords

machine learning model evaluation data selection benchmark clip

Task

data optimization

Features

• evaluation on downstream tasks

• clip model integration

• supports vision and language modeling

• data selection optimization

• machine learning benchmarking

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