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consciousAI/question-answering-roberta-base-s-v2

Question Answering·consciousAI· 306· 15
transformers apache-2.0 Question Answering 124.1M params license:apache-2.0deploy:azureregion:us

Question Answering The model is intended to be used for Q&A task, given the question & context, the model would attempt to infer the answer text, answer span & confidence score. Model is encoder-only (deepset/roberta-base-squad2) with QuestionAnswering LM Head, fine-tuned on SQUADx dataset with exactmatch: 84.83 & f1: 91.80 performance scores.

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# pull & run locally
pip install mlforge-sdk && mlforge pull consciousAI/question-answering-roberta-base-s-v2

Model details

Task
Question Answering
Provider
consciousAI
Framework
transformers
Parameters
124.1M
Size
2.8 GB
License
apache-2.0
Downloads
306
Likes
15
Updated
2023-03-20

About consciousAI/question-answering-roberta-base-s-v2

Question Answering The model is intended to be used for Q&A task, given the question & context, the model would attempt to infer the answer text, answer span & confidence score. Model is encoder-only (deepset/roberta-base-squad2) with QuestionAnswering LM Head, fine-tuned on SQUADx dataset with exactmatch: 84.83 & f1: 91.80 performance scores.

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