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long-t5-tglobal-base-blogpost-cqa
tryolabs/long-t5-tglobal-base-blogpost-cqa
long-t5-tglobal-base-blogpost-cqa is a machine learning model from tryolabs. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This model is a fine-tuned version of long-t5-tglobal-base for the task of Conversational QA. The model was fine-tuned on the SQuADv2 and CoQA datasets and on Tryolabs' own custom dataset, TryoCoQA.
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At a glance
- Library
- transformers
- Model type
- longt5
- Access
- Public
- Created
- Dec 15, 2022
- Updated
- Jan 3, 2023
- SHA
- f29dbb5d
Model card
From the Hugging Face model README
Fine-tuned LongT5 for Conversational QA
This model is a fine-tuned version of long-t5-tglobal-base for the task of Conversational QA. The model was fine-tuned on the SQuADv2 and CoQA datasets and on Tryolabs' own custom dataset, TryoCoQA.
An export of this model to the ONNX format is available at tryolabs/long-t5-tglobal-base-blogpost-cqa-onnx.
You can find the details on how we fine-tuned the model and built TryoCoQA on our blog post!
You can also play with the model on the following space.
Results
- Fine-tuning for 3 epochs on SQuADv2 and CoQA combined achieved a 74.29 F1 score on the test set.
- Fine-tuning for 166 epochs on TryoCoQA achieved a 54.77 F1 score on the test set.
- Library
- transformers
- Type
- longt5
- Created
- Dec 15, 2022
- Updated
- Jan 3, 2023