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Browse files- pytorch_model_finalOH.bin +3 -0
- run_recover.sh +41 -0
pytorch_model_finalOH.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:6a8812315d33e44bb3b0f3896fe7669ab1b54144cc4c0a3718148c972bd7853f
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size 3850486961
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run_recover.sh
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WANDB_ENTITY=NbAiLab WANDB_PROJECT=wav2vec2 python run_speech_recognition_ctc.py \
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--dataset_name="NbAiLab/NPSC" \
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--model_name_or_path="./" \
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--hub_model_id="NbAiLab/XLSR-1B-bokmaal-low" \
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--dataset_config_name="16K_mp3_bokmaal" \
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--output_dir="./" \
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--overwrite_output_dir \
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--num_train_epochs="34" \
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--per_device_train_batch_size="12" \
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--per_device_eval_batch_size="12" \
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--gradient_accumulation_steps="2" \
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--learning_rate="1.7e-5" \
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--warmup_steps="2000" \
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--length_column_name="input_length" \
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--evaluation_strategy="steps" \
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--text_column_name="text" \
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--save_steps="500" \
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--eval_steps="500" \
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--logging_steps="100" \
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--layerdrop="0.041" \
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--attention_dropout="0.094" \
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--activation_dropout="0.055" \
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--hidden_dropout="0.047" \
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--save_total_limit="3" \
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--freeze_feature_encoder \
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--feat_proj_dropout="0.04" \
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--mask_time_prob="0.082" \
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--mask_time_length="10" \
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--mask_feature_prob="0.25" \
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--mask_feature_length="64" \
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--gradient_checkpointing \
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--min_duration_in_seconds="0.5" \
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--max_duration_in_seconds="30.0" \
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--ctc_zero_infinity=True \
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--use_auth_token \
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--seed="42" \
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--fp16 \
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--group_by_length \
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--do_train --do_eval \
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--push_to_hub \
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--preprocessing_num_workers="16"
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