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#!/usr/bin/env bash |
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python run_flax_speech_recognition_seq2seq.py \ |
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--dataset_name="sanchit-gandhi/earnings22" \ |
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--model_name_or_path="sanchit-gandhi/flax-wav2vec2-2-bart-large-scan" \ |
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--dataset_config_name="all" \ |
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--train_split_name="train" \ |
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--eval_split_name="validation" \ |
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--test_split_name="test" \ |
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--text_column_name="sentence" \ |
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--id_column_name="id" \ |
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--output_dir="./flax-wav2vec2-2-bart-large-earnings22-black-box" \ |
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--wandb_project="earnings22" \ |
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--wandb_name="flax-wav2vec2-2-bart-large-earnings22-black-box" \ |
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--dataset_cache_dir="/home/sanchitgandhi/cache/huggingface/datasets" \ |
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--per_device_train_batch_size="8" \ |
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--per_device_eval_batch_size="4" \ |
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--logging_steps="25" \ |
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--max_steps="50000" \ |
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--eval_steps="10000" \ |
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--save_steps="10000" \ |
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--generation_max_length="40" \ |
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--generation_num_beams="1" \ |
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--generation_length_penalty="1.2" \ |
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--final_generation_max_length="200" \ |
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--final_generation_num_beams="5" \ |
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--learning_rate="1e-4" \ |
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--warmup_steps="500" \ |
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--do_lower_case="False" \ |
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--hidden_dropout="0.2" \ |
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--activation_dropout="0.2" \ |
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--feat_proj_dropout="0.2" \ |
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--overwrite_output_dir \ |
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--gradient_checkpointing \ |
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--freeze_feature_encoder \ |
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--predict_with_generate \ |
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--do_eval \ |
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--do_train \ |
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--do_predict \ |
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--push_to_hub \ |
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--use_auth_token |
