[recipe] fix: fix retool SFT dataset#2764
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This pull request fixes the Retool SFT dataset preprocessing script by correctly handling the tools parameter and updating the output file path. The changes are generally good, but I've identified a potential issue where the script could crash if the output directory doesn't exist. I've provided a suggestion to make the file-saving operation more robust.
| save_path = os.path.expanduser("~/ReTool-SFT/data/train-00000-of-00001.parquet") | ||
| data.to_parquet(save_path) |
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The call to data.to_parquet(save_path) will fail with a FileNotFoundError if the parent directory of save_path (i.e., ~/ReTool-SFT/data/) does not exist. This will cause the script to crash.
To make the script more robust, you should ensure the directory exists before attempting to write the file. I'd suggest replacing these lines with the following to create the directory if it's missing:
save_path = os.path.expanduser("~/ReTool-SFT/data/train-00000-of-00001.parquet")
os.makedirs(os.path.dirname(save_path), exist_ok=True)
data.to_parquet(save_path)
eric-haibin-lin
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should we add a CI for retool sft/rl?
Yes. There are some other issues. Let me fix them all and add a 7b training script. 32b is not affordable to a wide range of people |
### What does this PR do?
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- Use more common path to save dataset
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- Use more common path to save dataset
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