How to know which answer is the best from QA model #1710
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Hello :) |
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Hi @overg123 , glad to hear you managed to get it working! Unfortunately these models are not perfect and the correct answer might not always be your top answer. What you're after is an improvement in model performance. For this, the quickest improvement I could think of would be to try out some other models. In particular, large models will slow down your system but potentially improve performance. Here are two models that might be of interest to you: |
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Fine tuning might be the only possible answer to @overg123 's question. |
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Hi @overg123 , glad to hear you managed to get it working! Unfortunately these models are not perfect and the correct answer might not always be your top answer. What you're after is an improvement in model performance. For this, the quickest improvement I could think of would be to try out some other models. In particular, large models will slow down your system but potentially improve performance.
Here are two models that might be of interest to you:
https://huggingface.co/bert-large-uncased-whole-word-masking-finetuned-squad
https://huggingface.co/deepset/xlm-roberta-large-squad2