sanchit-gandhi HF staff commited on
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  1. run_tedlium.sh +40 -0
run_tedlium.sh ADDED
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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="LIUM/tedlium" \
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+ --model_name_or_path="sanchit-gandhi/flax-wav2vec2-2-bart-large-scan" \
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+ --dataset_config_name="release3" \
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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="text" \
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+ --id_column_name="id" \
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+ --output_dir="./flax-wav2vec2-2-bart-large-tedlium-hidden-activation-featproj-dropout-0.3" \
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+ --wandb_project="tedlium" \
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+ --wandb_name="flax-wav2vec2-2-bart-large-tedlium-hidden-activation-featproj-dropout-0.3" \
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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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+ --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_lower_case \
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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 \
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+ --hidden_dropout="0.3" \
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+ --activation_dropout="0.3" \
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+ --feat_proj_dropout="0.3"