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t5_conll_ontonotes_en12
NanaEilish/t5_conll_ontonotes_en12
t5_conll_ontonotes_en12 is a text generation model from NanaEilish. Use it when you need the model to write or continue text. It is set up for transformers.
Given a text, its output format is: "{ENTTYPE}:{span}; {ENTTYPE}:{span}..."\ For training speed, we only use the first 10,000 sentences (not documents) from train set; 1,000 sentences from validation set;\ we save the…
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Oct 25, 2023
- Updated
- Oct 26, 2023
- SHA
- 919442c3
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Model card
From the Hugging Face model README
Given a text, its output format is: "{ENT_TYPE}:{span}; {ENT_TYPE}:{span}..."
For training speed, we only use the first 10,000 sentences (not documents) from train set; 1,000 sentences from validation set;
we save the model when its val_loss (NLL) reaches the minimum.
The model could be used as a pretrained backbone on downstream fine-tuning NER tasks.
- Task
- Text Generation
- Library
- transformers
- Type
- t5
- Languages
- en
- Created
- Oct 25, 2023
- Updated
- Oct 26, 2023