Chatterbox fine-tuned model + logs

runs/Feb09_23-52-20_r-rahul7star-chatterbox-train-ormfnrfo-57d27-wgrpm/events.out.tfevents.1770677540.r-rahul7star-chatterbox-train-ormfnrfo-57d27-wgrpm.154.0

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training.log

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-/usr/local/lib/python3.13/site-packages/diffusers/models/lora.py:393: FutureWarning: `LoRACompatibleLinear` is deprecated and will be removed in version 1.0.0. Use of `LoRACompatibleLinear` is deprecated. Please switch to PEFT backend by installing PEFT: `pip install peft`.
-  deprecate("LoRACompatibleLinear", "1.0.0", deprecation_message)
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+/usr/local/lib/python3.13/site-packages/diffusers/models/lora.py:393: FutureWarning: `LoRACompatibleLinear` is deprecated and will be removed in version 1.0.0. Use of `LoRACompatibleLinear` is deprecated. Please switch to PEFT backend by installing PEFT: `pip install peft`.
+  deprecate("LoRACompatibleLinear", "1.0.0", deprecation_message)
+
+
+  0%|          | 0/145152 [00:00<?, ?it/s]ERROR:__main__:Unexpected audio data format for item 0: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 16: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 8: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 48: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 56: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 40: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 24: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 32: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 1: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 33: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 41: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 17: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 49: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 9: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 57: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 34: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 42: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 25: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 10: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 18: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 58: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 35: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 50: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 43: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 19: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 26: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 36: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 11: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 2: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 59: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 51: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 37: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 44: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 20: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 12: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 27: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 3: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 60: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 38: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 52: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 45: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 21: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 28: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 39: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 61: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 4: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+ERROR:__main__:Unexpected audio data format for item 13: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 53: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 46: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 22: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 29: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 62: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 14: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 5: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 54: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 47: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+ERROR:__main__:Unexpected audio data format for item 63: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+ERROR:__main__:Unexpected audio data format for item 30: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 15: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 23: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+ERROR:__main__:Unexpected audio data format for item 96: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 6: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 55: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+ERROR:__main__:Unexpected audio data format for item 31: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 97: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+ERROR:__main__:Unexpected audio data format for item 7: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+ERROR:__main__:Unexpected audio data format for item 104: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 80: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 72: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 120: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 105: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 112: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 73: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 81: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 121: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 88: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 64: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 106: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 122: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 113: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 98: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 65: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 89: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 107: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 123: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 74: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 99: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 66: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 108: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 114: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 90: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 124: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 82: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 109: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 67: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 115: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 75: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 100: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 91: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 125: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 110: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 68: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 83: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 116: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 76: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 126: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 92: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 101: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 111: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+ERROR:__main__:Unexpected audio data format for item 84: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 69: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 127: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 77: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 117: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+ERROR:__main__:Unexpected audio data format for item 85: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 102: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 118: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 78: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 70: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 86: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 103: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 79: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+ERROR:__main__:Unexpected audio data format for item 87: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 119: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 71: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
+ERROR:__main__:Unexpected audio data format for item 93: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 94: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+ERROR:__main__:Unexpected audio data format for item 95: <class 'datasets.features._torchcodec.AudioDecoder'>. Skipping.
+WARNING:__main__:SpeechDataCollator received no valid features. Returning empty batch.
 Traceback (most recent call last):
   File "/app/chatterbox-multilingual-finetuning/src/finetune_t3.py", line 570, in <module>
     main()
     ~~~~^^
-  File "/app/chatterbox-multilingual-finetuning/src/finetune_t3.py", line 555, in main
-    trainer = Trainer(
-        model=model_for_training,
-    ...<6 lines>...
-        else None,
+  File "/app/chatterbox-multilingual-finetuning/src/finetune_t3.py", line 566, in main
+    trainer.train()
+    ~~~~~~~~~~~~~^^
+  File "/usr/local/lib/python3.13/site-packages/transformers/trainer.py", line 2170, in train
+    return inner_training_loop(
+        args=args,
+    ...<2 lines>...
+        ignore_keys_for_eval=ignore_keys_for_eval,
+    )
+  File "/usr/local/lib/python3.13/site-packages/transformers/trainer.py", line 2442, in _inner_training_loop
+    self._evaluate(trial, ignore_keys_for_eval, skip_scheduler=True)
+    ~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.13/site-packages/transformers/trainer.py", line 2970, in _evaluate
+    metrics = self.evaluate(ignore_keys=ignore_keys_for_eval)
+  File "/usr/local/lib/python3.13/site-packages/transformers/trainer.py", line 4290, in evaluate
+    output = self.evaluation_loop(
+        eval_dataloader,
+    ...<5 lines>...
+        metric_key_prefix=metric_key_prefix,
     )
-  File "/usr/local/lib/python3.13/site-packages/transformers/trainer.py", line 411, in __init__
+  File "/usr/local/lib/python3.13/site-packages/transformers/trainer.py", line 4478, in evaluation_loop
+    losses, logits, labels = self.prediction_step(model, inputs, prediction_loss_only, ignore_keys=ignore_keys)
+                             ~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/usr/local/lib/python3.13/site-packages/transformers/trainer.py", line 4649, in prediction_step
+    inputs = self._prepare_inputs(inputs)
+  File "/usr/local/lib/python3.13/site-packages/transformers/trainer.py", line 3610, in _prepare_inputs
     raise ValueError(
-        f"You have set `args.eval_strategy` to {args.eval_strategy} but you didn't pass an `eval_dataset` to `Trainer`. Either set `args.eval_strategy` to `no` or pass an `eval_dataset`. "
+    ...<2 lines>...
     )
-ValueError: You have set `args.eval_strategy` to IntervalStrategy.STEPS but you didn't pass an `eval_dataset` to `Trainer`. Either set `args.eval_strategy` to `no` or pass an `eval_dataset`. 
+ValueError: The batch received was empty, your model won't be able to train on it. Double-check that your training dataset contains keys expected by the model: text_tokens,text_token_lens,speech_tokens,speech_token_lens,t3_cond_speaker_emb,t3_cond_prompt_speech_tokens,t3_cond_emotion_adv,labels_text,labels_speech,labels_speech,label,label_ids.
+
+  0%|          | 0/145152 [00:03<?, ?it/s]