diff --git "a/train_run_1.log" "b/train_run_1.log"
--- "a/train_run_1.log"
+++ "b/train_run_1.log"
@@ -35245,3 +35245,538 @@ Adding files tracked by Git LFS: ['src/__pycache__/preprocess.cpython-38.pyc', '
 [INFO|tokenization_utils_base.py:2157] 2022-12-17 12:14:37,577 >> tokenizer config file saved in ./tokenizer_config.json
 [INFO|tokenization_utils_base.py:2164] 2022-12-17 12:14:37,578 >> Special tokens file saved in ./special_tokens_map.json
 [INFO|tokenization_utils_base.py:2210] 2022-12-17 12:14:37,578 >> added tokens file saved in ./added_tokens.json
+
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 83%|████████▎ | 5000/6000 [13:41:21<2:20:39,  8.44s/it][INFO|trainer.py:710] 2022-12-17 14:30:42,348 >> The following columns in the evaluation set don't have a corresponding argument in `WhisperForConditionalGeneration.forward` and have been ignored: sentence, labels_truncated, input_length, labels_length, audio. If sentence, labels_truncated, input_length, labels_length, audio are not expected by `WhisperForConditionalGeneration.forward`,  you can safely ignore this message.
+[INFO|trainer.py:2955] 2022-12-17 14:30:42,350 >> ***** Running Evaluation *****
+[INFO|trainer.py:2957] 2022-12-17 14:30:42,350 >>   Num examples = 15872
+[INFO|trainer.py:2960] 2022-12-17 14:30:42,350 >>   Batch size = 32
+{'eval_loss': 0.14134088158607483, 'eval_wer': 16.053313059799006, 'eval_runtime': 2102.7704, 'eval_samples_per_second': 7.548, 'eval_steps_per_second': 0.236, 'epoch': 0.67}
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+
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                                                 [INFO|trainer.py:2700] 2022-12-17 15:05:46,996 >> Saving model checkpoint to ./checkpoint-5000
+[INFO|configuration_utils.py:447] 2022-12-17 15:05:46,998 >> Configuration saved in ./checkpoint-5000/config.json
+[INFO|modeling_utils.py:1680] 2022-12-17 15:05:47,338 >> Model weights saved in ./checkpoint-5000/pytorch_model.bin
+[INFO|feature_extraction_utils.py:368] 2022-12-17 15:05:47,353 >> Feature extractor saved in ./checkpoint-5000/preprocessor_config.json
+[INFO|tokenization_utils_base.py:2157] 2022-12-17 15:05:47,354 >> tokenizer config file saved in ./checkpoint-5000/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2164] 2022-12-17 15:05:47,354 >> Special tokens file saved in ./checkpoint-5000/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2210] 2022-12-17 15:05:47,354 >> added tokens file saved in ./checkpoint-5000/added_tokens.json
+[INFO|feature_extraction_utils.py:368] 2022-12-17 15:05:50,428 >> Feature extractor saved in ./preprocessor_config.json
+[INFO|tokenization_utils_base.py:2157] 2022-12-17 15:05:50,429 >> tokenizer config file saved in ./tokenizer_config.json
+[INFO|tokenization_utils_base.py:2164] 2022-12-17 15:05:50,429 >> Special tokens file saved in ./special_tokens_map.json
+[INFO|tokenization_utils_base.py:2210] 2022-12-17 15:05:50,429 >> added tokens file saved in ./added_tokens.json