LAION-AI / LAION-AI/CLAP

Error loading model from pypi install

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Python
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Description

when using pip install laion-clap and loading the model:

import laion_clap

model = laion_clap.CLAP_Module(enable_fusion=False)
model.load_ckpt() # downloads the default pretrained checkpoint.

I get the following error:

Load Checkpoint...
Traceback (most recent call last):
  File "/Users/jeremypinto/cse/zero_shot_eval.py", line 33, in <module>
    model.load_ckpt() # downloads the default pretrained checkpoint.
    ^^^^^^^^^^^^^^^^^
  File "/Users/jeremypinto/opt/miniconda3/envs/cse/lib/python3.11/site-packages/laion_clap/hook.py", line 114, in load_ckpt
    self.model.load_state_dict(ckpt)
  File "/Users/jeremypinto/opt/miniconda3/envs/cse/lib/python3.11/site-packages/torch/nn/modules/module.py", line 2152, in load_state_dict
    raise RuntimeError('Error(s) in loading state_dict for {}:\n\t{}'.format(
RuntimeError: Error(s) in loading state_dict for CLAP:
        Unexpected key(s) in state_dict: "text_branch.embeddings.position_ids".

However, if I clone the repository and install it locally using pip install -e ., I do not get this error and model weights load correctly.

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start with laion_clap/hook.py at load_ckpt, then compare the installed PyPI package with the editable checkout and inspect the checkpoint-loading error involving text_branch.embeddings.position_ids. Reproduce both installation paths and identify the package or dependency difference; done means the PyPI installation loads the default checkpoint successfully.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
machine-learning
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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