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Parent(s):
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Upload dedupe.py
Browse files- chess-gpt-eval/dedupe.py +26 -0
chess-gpt-eval/dedupe.py
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import pandas as pd
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filename = 'logs/Mamba/6_6M/1way_ckpt_2741760b_pt_vs_lc0_sweep.csv'
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#filename = 'logs/Mamba/11M/ckpt_1188012b_pt_vs_lc0_sweep.csv'
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#filename = 'logs/11M/Round 1/ckpt_2608480_pt_vs_lc0_sweep.csv'
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# Read in the CSV file
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df = pd.read_csv(filename)
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# Count the original total
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original_total = df.shape[0]
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# Filter out duplicates in the 'transcript' column
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df = df.drop_duplicates(subset='transcript')
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# Count the remove, and remaining rows
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removed = original_total - df.shape[0]
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remaining = df.shape[0]
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# Print out the results
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print("Original total rows:", original_total)
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print("Removed rows:", removed)
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print("Remaining rows:", remaining)
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# Write the filtered data to a new CSV file
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df.to_csv(filename, index=False)
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