Image features and image tokens do not match

#4
by arpitjjw - opened

I am trying to finetune InternVL3 using transformers and I am getting this error:

Traceback (most recent call last):
  File "/workspace/finetune_vlm.py", line 211, in <module>
    main(p.parse_args())
  File "/workspace/finetune_vlm.py", line 200, in main
    trainer.train()
  File "/usr/local/lib/python3.10/dist-packages/transformers/trainer.py", line 2238, in train
    return inner_training_loop(
  File "/usr/local/lib/python3.10/dist-packages/transformers/trainer.py", line 2553, in _inner_training_loop
    tr_loss_step = self.training_step(model, inputs, num_items_in_batch)
  File "/usr/local/lib/python3.10/dist-packages/transformers/trainer.py", line 3728, in training_step
    loss = self.compute_loss(model, inputs, num_items_in_batch=num_items_in_batch)
  File "/usr/local/lib/python3.10/dist-packages/transformers/trainer.py", line 3793, in compute_loss
    outputs = model(**inputs)
  File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 1511, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 1520, in _call_impl
    return forward_call(*args, **kwargs)
  File "/usr/local/lib/python3.10/dist-packages/accelerate/utils/operations.py", line 814, in forward
    return model_forward(*args, **kwargs)
  File "/usr/local/lib/python3.10/dist-packages/accelerate/utils/operations.py", line 802, in __call__
    return convert_to_fp32(self.model_forward(*args, **kwargs))
  File "/usr/local/lib/python3.10/dist-packages/torch/amp/autocast_mode.py", line 16, in decorate_autocast
    return func(*args, **kwargs)
  File "/usr/local/lib/python3.10/dist-packages/transformers/models/internvl/modeling_internvl.py", line 967, in forward
    raise ValueError(
ValueError: Image features and image tokens do not match: tokens: 3584, features 512
  0%|                                                                                                          | 0/190 [00:04<?, ?it/s]
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