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flan-t5-large-report-extraction
BioDEX/flan-t5-large-report-extraction
flan-t5-large-report-extraction is a machine learning model from BioDEX. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- May 23, 2023
- Updated
- May 23, 2023
- SHA
- 8c88c375
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
flan-t5-large-report-extraction-2
This model is a fine-tuned version of ../../checkpoints/flan-t5-large-BioDEX-ICSR-lowerlr-longercontext2-longertarget on the BioDEX/BioDEX-ICSR dataset.
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 1
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5.0
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu117
- Datasets 2.6.1
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- Created
- May 23, 2023
- Updated
- May 23, 2023