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360CVGroup / 360VL

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RuntimeError: expected mat1 and mat2 to have the same dtype, but got: c10::Half != signed char #5

Closed deece closed 4 months ago

deece commented 4 months ago

On Ubuntu 24.04, 4xRTX3090, running the sample code with load_in_8bit=True:

(venv) deece@watt:~/src/360VL$ python test.py 
/home/deece/src/360VL/venv/lib/python3.12/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
  warnings.warn(
/home/deece/src/360VL/venv/lib/python3.12/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
  warnings.warn(
Loading checkpoint shards: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 30/30 [12:32<00:00, 25.09s/it]
Some weights of the model checkpoint at qihoo360/360VL-70B were not used when initializing QH360_VL_LlamaForCausalLM: ['model.vision_tower.vision_tower.vision_model.embeddings.class_embedding', 'model.vision_tower.vision_tower.vision_model.embeddings.patch_embedding.weight', 'model.vision_tower.vision_tower.vision_model.embeddings.position_embedding.weight', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm1.bias', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm1.weight', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm2.bias', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm2.weight', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.mlp.fc1.bias', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.mlp.fc1.weight', 'model.vision_tower.vision_tower.vision_model.encoder.layers.0.mlp.fc2.bias', 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- This IS expected if you are initializing QH360_VL_LlamaForCausalLM from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing QH360_VL_LlamaForCausalLM from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
/home/deece/src/360VL/venv/lib/python3.12/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
  warnings.warn(
WARNING:root:Some parameters are on the meta device device because they were offloaded to the cpu.
/home/deece/src/360VL/venv/lib/python3.12/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
  warnings.warn(
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
The attention mask and the pad token id were not set. As a consequence, you may observe unexpected behavior. Please pass your input's `attention_mask` to obtain reliable results.
Setting `pad_token_id` to `eos_token_id`:128009 for open-end generation.
Traceback (most recent call last):
  File "/home/deece/src/360VL/test.py", line 27, in <module>
    output_ids = model.generate(
                 ^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/transformers/generation/utils.py", line 1479, in generate
    return self.greedy_search(
           ^^^^^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/transformers/generation/utils.py", line 2340, in greedy_search
    outputs = self(
              ^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/accelerate/hooks.py", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/deece/.cache/huggingface/modules/transformers_modules/qihoo360/360VL-70B/d1992d0c49eadaeed77cda7c041f88a1b2decf2e/modeling_360vl.py", line 651, in forward
    outputs = self.model(
              ^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/transformers/models/llama/modeling_llama.py", line 1070, in forward
    layer_outputs = decoder_layer(
                    ^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/accelerate/hooks.py", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/transformers/models/llama/modeling_llama.py", line 812, in forward
    hidden_states = self.mlp(hidden_states)
                    ^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1532, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/torch/nn/modules/module.py", line 1541, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/accelerate/hooks.py", line 166, in new_forward
    output = module._old_forward(*args, **kwargs)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/deece/src/360VL/venv/lib/python3.12/site-packages/transformers/models/llama/modeling_llama.py", line 258, in forward
    [F.linear(x, gate_proj_slices[i]) for i in range(self.config.pretraining_tp)], dim=-1
     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
RuntimeError: expected mat1 and mat2 to have the same dtype, but got: c10::Half != signed char
aoji0606 commented 4 months ago

please set pretraining_tp=1 in 360VL-70B/config.json

deece commented 4 months ago

Confirmed this fix works