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pegasus-summarization_longshort_text_150 – AI Model by sujayC66 | AlphaNeural AI
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sujayC66
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pegasus-summarization_longshort_text_150
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transformers
safetensors
pegasus
text2text-generation
generated_from_trainer
google/pegasus-cnn_dailymail
finetune
endpoints_compatible
us
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pegasus-summarization_longshort_text_150
This model is a fine-tuned version of
google/pegasus-cnn_dailymail
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.9256
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: 5e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 50
Training results
Training Loss
Epoch
Step
Validation Loss
0.6829
10.01
500
0.7299
0.2991
20.03
1000
0.7413
0.1678
30.04
1500
0.8474
0.1387
40.05
2000
0.9256
Framework versions
Transformers 4.38.1
Pytorch 2.1.2
Datasets 2.15.0
Tokenizers 0.15.2
