Training in progress, step 25500

.ipynb_checkpoints/run-checkpoint.sh

@@ -0,0 +1,39 @@
+python run_speech_recognition_ctc.py \
+--dataset_name "mozilla-foundation/common_voice_8_0" "collectivat/tv3_parla" "projecte-aina/parlament_parla" \
+--dataset_config_name "ca" "ca" "clean" \
+--model_name_or_path="facebook/wav2vec2-xls-r-300m" \
+--train_split_name "train+validation" "train" "train+validation" \
+--eval_split_name "test" "test" "test" \
+--audio_column_name "audio" "audio" "audio" \
+--output_dir="wav2vec2-xls-r-300m-ca" \
+--overwrite_output_dir \
+--num_train_epochs="10" \
+--per_device_train_batch_size="32" \
+--per_device_eval_batch_size="32" \
+--gradient_accumulation_steps="4" \
+--learning_rate="7.5e-5" \
+--warmup_steps="2000" \
+--length_column_name="input_length" \
+--evaluation_strategy="steps" \
+--text_column_name "sentence" "text" "sentence" \
+--chars_to_ignore [ , ? . ! \; \: \" “ % ” � — … – ] \
+--save_steps="500" \
+--eval_steps="500" \
+--logging_steps="500" \
+--layerdrop="0.0" \
+--activation_dropout="0.1" \
+--save_total_limit="3" \
+--freeze_feature_encoder \
+--feat_proj_dropout="0.0" \
+--mask_time_prob="0.75" \
+--preprocessing_num_workers="12" \
+--mask_time_length="10" \
+--mask_feature_prob="0.25" \
+--mask_feature_length="64" \
+--gradient_checkpointing \
+--use_auth_token \
+--fp16 \
+--group_by_length \
+--do_train --do_eval \
+--push_to_hub 
+#&> train.log

pytorch_model.bin

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