BioDEX
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flan-t5-large-report-extraction

text2text-generation

Generated from Trainer

text-generation-inference

Model card Files Files and versions

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

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Dataset used to train BioDEX/flan-t5-large-report-extraction