Seeking Recommendations for Pre-trained Models for Large-scale Paragraph Classification

#28
by Ahatsham - opened

Hello everyone,

I have a question regarding a classification task I'm working on, and I would appreciate your insights. I have a very large paragraph consisting of approximately 4,000 to 5,000 words, and I want to generate a sequence of outputs for this text. Specifically, I aim to classify the paragraph based on its content.

Given that I have access to two 32 GB GPUs, I'm wondering which pre-trained model would be best suited for this task. I would like to leverage the power of these GPUs to ensure efficient processing and accurate results.

If you have any recommendations or suggestions for pre-trained models that excel at sequence classification tasks, I would greatly appreciate your input. Thank you in advance for your help!

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