huggingface / huggingface/transfer-learning-conv-ai
Confusion in pretrained model.
- Dominant language
- Python
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- 1.8k
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Description
Hello.
I am trying to run your model and I have some confusion in your pre-trained model.
It seems that ``train.py`` trained the model with doublehead model, but in the `interact.py`, the code loads `LMHeadmodel`.
Why are they using different models?
So in the pre-trained model, actually, next sentence classification is not implemented?
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Research direction
Compare the model setup in train.py with the model loading in interact.py, starting at the training and pretrained-model entry points. Trace whether the doublehead and LMHeadmodel paths are intentional, then document which model is shipped and whether next-sentence classification is included.
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Assessment
- Tech stack
- python, pytorch
- Domain
- documentation, machine-learning
- Issue type
- Documentation
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100