rahul7star commited on
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Chatterbox fine-tuned model + logs

Browse files
runs/Feb07_05-59-59_r-rahul7star-chatterbox-train-632mlseq-2bdf1-zs65l/events.out.tfevents.1770440399.r-rahul7star-chatterbox-train-632mlseq-2bdf1-zs65l.132.0 ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:77940f14a9d8fe36e16dea79e74e33cf438976b5864ac506a3c6e6a5037eb7cc
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+ size 4097
training.log CHANGED
@@ -8,7 +8,7 @@ loaded PerthNet (Implicit) at step 250,000
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  /usr/local/lib/python3.13/site-packages/perth/perth_net/__init__.py:1: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
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  from pkg_resources import resource_filename
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- 02/07/2026 05:45:31 - INFO - __main__ - Training/evaluation parameters CustomTrainingArguments(
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  accelerator_config={'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None, 'use_configured_state': False},
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  adam_beta1=0.9,
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  adam_beta2=0.999,
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  warmup_steps=1.0,
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  weight_decay=0.0,
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  )
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- 02/07/2026 05:45:31 - INFO - __main__ - Model parameters ModelArguments(model_name_or_path='/app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9', local_model_dir=None, cache_dir=None, freeze_voice_encoder=True, freeze_s3gen=True)
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- 02/07/2026 05:45:31 - INFO - __main__ - Data parameters DataArguments(language='hi', dataset_dir=None, metadata_file=None, dataset_name='dare43321/hindi', dataset_config_name=None, train_split_name='train', eval_split_name='validation', text_column_name='text', audio_column_name='audio', max_text_len=256, max_speech_len=800, audio_prompt_duration_s=3.0, eval_split_size=0.0002, preprocessing_num_workers=None, ignore_verifications=False)
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- 02/07/2026 05:45:31 - INFO - __main__ - Loading ChatterboxTTS model...
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- 02/07/2026 05:45:31 - INFO - __main__ - Loading model from Hugging Face Hub: /app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9
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- 02/07/2026 05:45:31 - WARNING - __main__ - Could not download ve.safetensors from /app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9: Repo id must be in the form 'repo_name' or 'namespace/repo_name': '/app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9'. Use `repo_type` argument if needed..
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- 02/07/2026 05:45:31 - WARNING - __main__ - Could not download t3_mtl23ls_v2.safetensors from /app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9: Repo id must be in the form 'repo_name' or 'namespace/repo_name': '/app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9'. Use `repo_type` argument if needed..
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- 02/07/2026 05:45:31 - WARNING - __main__ - Could not download s3gen.safetensors from /app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9: Repo id must be in the form 'repo_name' or 'namespace/repo_name': '/app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9'. Use `repo_type` argument if needed..
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- 02/07/2026 05:45:31 - WARNING - __main__ - Could not download mtl_tokenizer.json from /app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9: Repo id must be in the form 'repo_name' or 'namespace/repo_name': '/app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9'. Use `repo_type` argument if needed..
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- 02/07/2026 05:45:31 - INFO - __main__ - conds.pt not found on Hub or failed to download for this model.
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- 02/07/2026 05:45:31 - INFO - httpx - HTTP Request: GET https://huggingface.co/api/models/ResembleAI/chatterbox/revision/main "HTTP/1.1 200 OK"
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- 02/07/2026 05:45:31 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/ResembleAI/chatterbox/resolve/05e904af2b5c7f8e482687a9d7336c5c824467d9/grapheme_mtl_merged_expanded_v1.json "HTTP/1.1 307 Temporary Redirect"
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- 02/07/2026 05:45:31 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/ResembleAI/chatterbox/resolve/05e904af2b5c7f8e482687a9d7336c5c824467d9/s3gen.pt "HTTP/1.1 302 Found"
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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`.
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  deprecate("LoRACompatibleLinear", "1.0.0", deprecation_message)
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- 02/07/2026 05:45:53 - INFO - root - input frame rate=25
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- 02/07/2026 05:45:54 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/ResembleAI/chatterbox/resolve/main/Cangjie5_TC.json "HTTP/1.1 307 Temporary Redirect"
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- 02/07/2026 05:45:54 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ResembleAI/chatterbox/05e904af2b5c7f8e482687a9d7336c5c824467d9/Cangjie5_TC.json "HTTP/1.1 200 OK"
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- 02/07/2026 05:45:57 - INFO - __main__ - Voice Encoder frozen.
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- 02/07/2026 05:45:57 - INFO - __main__ - S3Gen model frozen.
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- 02/07/2026 05:45:57 - INFO - __main__ - T3 model set to trainable.
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- 02/07/2026 05:45:57 - INFO - __main__ - Loading and processing dataset...
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- 02/07/2026 05:45:57 - INFO - __main__ - Loading dataset 'dare43321/hindi' from Hugging Face Hub.
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- 02/07/2026 05:45:57 - INFO - httpx - HTTP Request: GET https://huggingface.co/api/datasets/dare43321/hindi/revision/a3feda7a1dc916a46b8e50462c6104c34a497d95 "HTTP/1.1 200 OK"
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- 02/07/2026 05:45:58 - INFO - __main__ - Splitting train dataset for evaluation with ratio 0.0002
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- 02/07/2026 05:45:58 - INFO - __main__ - Evaluation set size: 1
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- 02/07/2026 05:45:58 - INFO - __main__ - *** Training T3 model ***
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- 02/07/2026 05:45:59 - WARNING - __main__ - SpeechDataCollator received no valid features. Returning empty batch.
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- Traceback (most recent call last):
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  File "/app/chatterbox-multilingual-finetuning/src/finetune_t3.py", line 849, in <module>
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  ...<5 lines>...
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  metric_key_prefix=metric_key_prefix,
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  )
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- File "/usr/local/lib/python3.13/site-packages/transformers/trainer.py", line 4478, in evaluation_loop
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- losses, logits, labels = self.prediction_step(model, inputs, prediction_loss_only, ignore_keys=ignore_keys)
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- ~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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- File "/usr/local/lib/python3.13/site-packages/transformers/trainer.py", line 4649, in prediction_step
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- inputs = self._prepare_inputs(inputs)
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- File "/usr/local/lib/python3.13/site-packages/transformers/trainer.py", line 3610, in _prepare_inputs
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- raise ValueError(
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- ...<2 lines>...
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- )
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- 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_ids,label.
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  /usr/local/lib/python3.13/site-packages/perth/perth_net/__init__.py:1: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
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  from pkg_resources import resource_filename
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+ 02/07/2026 05:57:04 - INFO - __main__ - Training/evaluation parameters CustomTrainingArguments(
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  accelerator_config={'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None, 'use_configured_state': False},
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  adam_beta1=0.9,
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  adam_beta2=0.999,
 
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  warmup_steps=1.0,
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  weight_decay=0.0,
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  )
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+ 02/07/2026 05:57:04 - INFO - __main__ - Model parameters ModelArguments(model_name_or_path='/app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9', local_model_dir=None, cache_dir=None, freeze_voice_encoder=True, freeze_s3gen=True)
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+ 02/07/2026 05:57:04 - INFO - __main__ - Data parameters DataArguments(language='hi', dataset_dir=None, metadata_file=None, dataset_name='rahul7star/hindi-speech-dataset', dataset_config_name=None, train_split_name='train', eval_split_name='validation', text_column_name='text_scribe', audio_column_name='audio', max_text_len=256, max_speech_len=800, audio_prompt_duration_s=3.0, eval_split_size=0.0002, preprocessing_num_workers=None, ignore_verifications=False)
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+ 02/07/2026 05:57:04 - INFO - __main__ - Loading ChatterboxTTS model...
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+ 02/07/2026 05:57:04 - INFO - __main__ - Loading model from Hugging Face Hub: /app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9
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+ 02/07/2026 05:57:04 - WARNING - __main__ - Could not download ve.safetensors from /app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9: Repo id must be in the form 'repo_name' or 'namespace/repo_name': '/app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9'. Use `repo_type` argument if needed..
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+ 02/07/2026 05:57:04 - WARNING - __main__ - Could not download s3gen.safetensors from /app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9: Repo id must be in the form 'repo_name' or 'namespace/repo_name': '/app/hf_cache/models--ResembleAI--chatterbox/snapshots/05e904af2b5c7f8e482687a9d7336c5c824467d9'. Use `repo_type` argument if needed..
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+ 02/07/2026 05:57:04 - INFO - __main__ - conds.pt not found on Hub or failed to download for this model.
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+ 02/07/2026 05:57:04 - INFO - httpx - HTTP Request: GET https://huggingface.co/api/models/ResembleAI/chatterbox/revision/main "HTTP/1.1 200 OK"
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+ 02/07/2026 05:57:04 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/ResembleAI/chatterbox/resolve/05e904af2b5c7f8e482687a9d7336c5c824467d9/grapheme_mtl_merged_expanded_v1.json "HTTP/1.1 307 Temporary Redirect"
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+ 02/07/2026 05:57:24 - INFO - root - input frame rate=25
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+ 02/07/2026 05:57:28 - INFO - __main__ - Loading and processing dataset...
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+ 02/07/2026 05:58:47 - INFO - httpx - HTTP Request: HEAD https://huggingface.co/datasets/rahul7star/hindi-speech-dataset/resolve/0bfd5e2e4555ec80d7dd74b10442836d2e169be6/data/test-00000-of-00001.parquet "HTTP/1.1 302 Found"
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+ Generating train split: 63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 91104/145152 [00:47<00:20, 2615.73 examples/s]
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+ Generating train split: 67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 97068/145152 [00:49<00:17, 2713.01 examples/s]
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+ Generating train split: 69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 99868/145152 [00:51<00:18, 2447.66 examples/s]
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+ Generating train split: 71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 102400/145152 [00:52<00:18, 2291.35 examples/s]
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+ Generating train split: 72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 104932/145152 [00:53<00:18, 2200.44 examples/s]
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+ Generating train split: 76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 110364/145152 [00:55<00:14, 2402.21 examples/s]
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+ Generating train split: 82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 119328/145152 [00:59<00:09, 2662.16 examples/s]
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+ Generating train split: 84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 122160/145152 [01:00<00:08, 2664.12 examples/s]
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+ Generating train split: 86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 125092/145152 [01:01<00:07, 2701.64 examples/s]
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+ Generating train split: 88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 127992/145152 [01:02<00:06, 2713.96 examples/s]
666
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+ Generating train split: 90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 130824/145152 [01:03<00:05, 2743.11 examples/s]
668
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+ Generating train split: 92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 133956/145152 [01:04<00:04, 2778.09 examples/s]
670
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+ Generating train split: 95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 137188/145152 [01:05<00:02, 2830.10 examples/s]
672
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+ Generating train split: 97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 140088/145152 [01:06<00:01, 2838.90 examples/s]
674
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+ Generating train split: 99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 143220/145152 [01:07<00:00, 2872.01 examples/s]
676
+ Generating train split: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 145152/145152 [01:08<00:00, 2129.23 examples/s]
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680
+ Generating validation split: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 239/239 [00:00<00:00, 280.23 examples/s]
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+ Generating test split: 48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 200/418 [00:01<00:01, 166.80 examples/s]
686
+ Generating test split: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 418/418 [00:01<00:00, 254.47 examples/s]
687
+ 02/07/2026 05:59:59 - INFO - __main__ - *** Training T3 model ***
688
+
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+ 0%| | 0/145152 [00:00<?, ?it/s]Traceback (most recent call last):
691
  File "/app/chatterbox-multilingual-finetuning/src/finetune_t3.py", line 849, in <module>
692
  main()
693
  ~~~~^^
 
712
  ...<5 lines>...
713
  metric_key_prefix=metric_key_prefix,
714
  )
715
+ File "/usr/local/lib/python3.13/site-packages/transformers/trainer.py", line 4468, in evaluation_loop
716
+ for step, inputs in enumerate(dataloader):
717
+ ~~~~~~~~~^^^^^^^^^^^^
718
+ File "/usr/local/lib/python3.13/site-packages/accelerate/data_loader.py", line 567, in __iter__
719
+ current_batch = next(dataloader_iter)
720
+ File "/usr/local/lib/python3.13/site-packages/torch/utils/data/dataloader.py", line 741, in __next__
721
+ data = self._next_data()
722
+ File "/usr/local/lib/python3.13/site-packages/torch/utils/data/dataloader.py", line 1548, in _next_data
723
+ return self._process_data(data, worker_id)
724
+ ~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
725
+ File "/usr/local/lib/python3.13/site-packages/torch/utils/data/dataloader.py", line 1586, in _process_data
726
+ data.reraise()
727
+ ~~~~~~~~~~~~^^
728
+ File "/usr/local/lib/python3.13/site-packages/torch/_utils.py", line 775, in reraise
729
+ raise exception
730
+ KeyError: Caught KeyError in DataLoader worker process 0.
731
+ Original Traceback (most recent call last):
732
+ File "/usr/local/lib/python3.13/site-packages/torch/utils/data/_utils/worker.py", line 358, in _worker_loop
733
+ data = fetcher.fetch(index) # type: ignore[possibly-undefined]
734
+ File "/usr/local/lib/python3.13/site-packages/torch/utils/data/_utils/fetch.py", line 54, in fetch
735
+ data = [self.dataset[idx] for idx in possibly_batched_index]
736
+ ~~~~~~~~~~~~^^^^^
737
+ File "/app/chatterbox-multilingual-finetuning/src/finetune_t3.py", line 239, in __getitem__
738
+ wav_16k, text = self._load_audio_text_from_item(idx)
739
+ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^
740
+ File "/app/chatterbox-multilingual-finetuning/src/finetune_t3.py", line 188, in _load_audio_text_from_item
741
+ text = item[self.data_args.text_column_name]
742
+ ~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
743
+ KeyError: 'text_scribe'
744
+
745
+
746
+ 0%| | 0/145152 [00:04<?, ?it/s]