Create README.md (#1)

- Create README.md (eb87be668c8ef0112d034ee9475e9622c0446098)


Co-authored-by: David Brandfonbrener <[email protected]>

README.md

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+# CoLoR-filter
+
+See accompanying code at: https://github.com/davidbrandfonbrener/color-filter-olmo
+
+
+To download the data, we recommend using the huggingface-cli.
+
+To download all the data, run `huggingface-cli download hlzhang109/CoLoR-filter --local-dir YOUR_PATH`. 
+
+This will download the data to your huggingface cache and create a local-dir with symbolic links to the data. If you actually want the data at `YOUR_PATH`, set it as the `--cache-dir` in the command.
+
+WARNING: the data is large since it contains a copy of tokenized C4 to ensure that the selected data indices match with the tokenized raw data. The C4 data is ~300GB and the rest of the repo is ~50GB of which ~45GB is the 1.2B model and optimizer checkpoints.
+
+If you only want to download some files (e.g. just the models), use the cli. For example, `huggingface-cli download hlzhang109/CoLoR-filter --local-dir YOUR_PATH --include "models/*"`. 
+
+## Citation
+
+If you use this code in your research, please cite the following paper:
+
+```bibtex
+@inproceedings{,
+  title={},
+  author={},
+  booktitle={},
+  year={},
+}
+```