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README.md

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 # Dataset Card for Pipeline2Code
 
-### Dataset Summary
+## Dataset origin
+[Code4ML: a Large-scale Dataset of annotated Machine Learning Code](https://zenodo.org/record/7733823)
 
-This dataset can be used for iterative generation of Machine Learning (ML) code from high-level ML pipeline description.
+## Dataset Summary
+
+This dataset is designed for the iterative generation of Machine Learning (ML) code based on high-level ML pipeline descriptions.
+It consists of code snippets extracted from Kaggle kernels, organized as Jupyter Notebook snippets. 
+Each kernel includes a set of prompts and completions. 
+The initial prompt contains an <SOS> token, meta-information about the task the notebook aims 
+to solve, and the semantic type of the code snippet. The final prompt of each kernel consists of the semantic 
+type of the code snippet followed by an <EOS> token. Each prompt is associated with a code snippet completion. 
+Subsequent prompts include previously generated completions and the semantic type of the snippet.