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Bart_GovReport_model
usakha/Bart_GovReport_model
Bart_GovReport_model is a summarization model from usakha. Use it when you need a shorter version of a longer text. It is set up for transformers.
learningrate=2e-5 perdevicetrainbatchsize=14 perdeviceevalbatchsize=14 weightdecay=0.01 savetotallimit=3 numtrainepochs=3 predictwithgenerate=True fp16=True
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At a glance
- Task
- Summarization
- Library
- transformers
- Model type
- bart
- Access
- Public
- Created
- Jun 26, 2023
- Updated
- Jul 18, 2023
- SHA
- b192da19
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Datasets
Model card
From the Hugging Face model README
Hyperparameters
learning_rate=2e-5
per_device_train_batch_size=14
per_device_eval_batch_size=14
weight_decay=0.01
save_total_limit=3
num_train_epochs=3
predict_with_generate=True
fp16=True
Training Output
global_step=3003,
training_loss=1.8524150695953217,
metrics={'train_runtime': 2319.7329,
'train_samples_per_second': 18.122,
'train_steps_per_second': 1.295,
'total_flos': 9.110291036818637e+16,
'train_loss': 1.8524150695953217,
'epoch': 3.0}
Training Results
| Epoch | Training Loss | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Bleu | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.969100 | 1.756651 | 0.159100 | 0.088300 | 0.138800 | 0.138900 | 0.001600 | 20.000000 |
| 2 | 1.794000 | 1.699691 | 0.158500 | 0.090300 | 0.139500 | 0.139600 | 0.001400 | 20.000000 |
| 3 | 1.713700 | 1.687554 | 0.162700 | 0.091900 | 0.141800 | 0.141900 | 0.001660 | 20.000000 |
- Task
- Summarization
- Library
- transformers
- Type
- bart
- Languages
- en
- Created
- Jun 26, 2023
- Updated
- Jul 18, 2023