Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
pegasus-samsum – AI Model by xysmalobia | AlphaNeural AI
You can deploy this model and start earning money today!
xysmalobia
/
pegasus-samsum
like
0
transformers
pytorch
tensorboard
pegasus
text2text-generation
generated_from_trainer
summarization
samsum
model-index
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
pegasus-samsum
This model is a fine-tuned version of
google/pegasus-cnn_dailymail
on the samsum dataset. It achieves the following results on the evaluation set:
Loss: 1.4807
Model description
Generates dialogue summaries based on the samsum dataset.
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: 5e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 15
total_train_batch_size: 15
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
1.5421
0.51
500
1.4807
Framework versions
Transformers 4.20.1
Pytorch 1.11.0
Datasets 2.1.0
Tokenizers 0.12.1
