File size: 1,208 Bytes
d23efa9 5cfc5ce b192da1 5cfc5ce |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 |
---
datasets:
- ccdv/govreport-summarization
language:
- en
metrics:
- bleu
- rouge
pipeline_tag: summarization
---
# 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 | |