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import argparse |
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import os |
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def get_args(): |
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parser = argparse.ArgumentParser(description="ChatQA-HF") |
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parser.add_argument('--model-id', type=str, default='', help='model id') |
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parser.add_argument('--model-folder', type=str, default='', help='path to the folder containing the model') |
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parser.add_argument('--model-name', type=str, default='', help='name of the model') |
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parser.add_argument('--data-folder', type=str, default='', help='path to the datafolder of ChatRAG Bench') |
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parser.add_argument('--output-folder', type=str, default='', help='path to the datafolder of ChatRAG Bench') |
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parser.add_argument('--eval-dataset', type=str, default='') |
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parser.add_argument('--doc2dial-path', type=str, default='doc2dial/test.json') |
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parser.add_argument('--convfinqa-path', type=str, default='convfinqa/test.json') |
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parser.add_argument('--quac-path', type=str, default='quac/test.json') |
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parser.add_argument('--qrecc-path', type=str, default='qrecc/test.json') |
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parser.add_argument('--doqa-cooking-path', type=str, default='doqa_cooking/test.json') |
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parser.add_argument('--doqa-travel-path', type=str, default='doqa_travel/test.json') |
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parser.add_argument('--doqa-movies-path', type=str, default='doqa_movies/test.json') |
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parser.add_argument('--hybridial-path', type=str, default='hybridial/test.json') |
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parser.add_argument('--inscit-path', type=str, default='inscit/test.json') |
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parser.add_argument('--out-seq-len', type=int, default=64) |
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parser.add_argument('--num-ctx', type=int, default=5) |
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parser.add_argument('--max-tokens', type=int, default=64) |
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parser.add_argument('--expected-samples', type=int, default=500, help='expected number of samples in dataset for completion check') |
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parser.add_argument('--stop-strings', type=str, nargs='+', default=["<|endoftext|>", "<extra_id_1>", "<extra_id_1>User"], help='stop strings for generation') |
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parser.add_argument('--device', type=str, default='cpu', help='device to run on: cpu or cuda') |
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parser.add_argument('--limit', type=int, default=None, help='limit the number of samples to process') |
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args = parser.parse_args() |
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return args |
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def get_args_scores(): |
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parser = argparse.ArgumentParser(description="ChatRAG Evaluation Scores") |
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parser.add_argument('--results-dir', type=str, required=True, |
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help='Directory containing model prediction results (subdirectories for each model)') |
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parser.add_argument('--data-path', type=str, required=True, |
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help='Path to ground truth data directory containing JSON files') |
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parser.add_argument('--output-csv', type=str, default=None, |
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help='Output CSV file path (default: <results_dir>/scores.csv)') |
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parser.add_argument('--datasets', type=str, nargs='+', |
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default=['doc2dial', 'quac', 'qrecc', 'topiocqa', 'inscit', |
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'coqa', 'hybridial', 'sqa', 'doqa_cooking', |
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'doqa_travel', 'doqa_movies', 'convfinqa'], |
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help='List of datasets to evaluate') |
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parser.add_argument('--doc2dial-path', type=str, default='doc2dial/test.json') |
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parser.add_argument('--convfinqa-path', type=str, default='convfinqa/test.json') |
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parser.add_argument('--quac-path', type=str, default='quac/test.json') |
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parser.add_argument('--qrecc-path', type=str, default='qrecc/test.json') |
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parser.add_argument('--doqa-cooking-path', type=str, default='doqa_cooking/test.json') |
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parser.add_argument('--doqa-travel-path', type=str, default='doqa_travel/test.json') |
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parser.add_argument('--doqa-movies-path', type=str, default='doqa_movies/test.json') |
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parser.add_argument('--hybridial-path', type=str, default='hybridial/test.json') |
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parser.add_argument('--inscit-path', type=str, default='inscit/test.json') |
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args = parser.parse_args() |
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return args |
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