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Tagged with huggingface tensorflow
5 questions
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Dataset Format for fine tuning deepset/roberta-base-squad2 hugging face transformer model
I have been trying to fine tune the roberta model for QnA to my specific domain (healthcare).
I am unable to find the correct way to provide the dataset format to the tokenizer in order to fine tune ...
- 111
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Which steps are involved in sentiment analysis with Huggingface Transformers?
I want to perform a sentiment analysis of a dataset of (Spanish) tweets about COVID-19 vaccines.
I've already scraped the tweets and identified a pretrained model I can use for Spanish.
What I don't ...
- 131
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How to do NER predictions with Huggingface BERT transformer
I am trying to do a prediction on a test data set without any labels for an NER problem.
Here is some background. I am doing named entity recognition using tensorflow and Keras. I am using huggingface ...
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Top-K vs AUC - communicating results and next steps [closed]
I have a bi-LSTM multi-label text classification model which when training on a highly imbalanced dataset with 1000 possible labels gives a top-k (k=5) categorical accuracy of 86% and a focal loss of ...
- 111
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How to apply pruning on a BERT model?
I have trained a BERT model using ktrain (tensorflow wrapper) to recognize emotion on text, it works but it suffers from really slow inference. That makes my model not suitable for a production ...
