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summary-bbc-dataset-v4 – AI Model by ifyou819 | AlphaNeural AI
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ifyou819
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summary-bbc-dataset-v4
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transformers
tensorboard
safetensors
pegasus
text2text-generation
generated_from_trainer
ifyou819/summary-bbc-dataset-v3
finetune
endpoints_compatible
us
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summary-bbc-dataset-v4
This model is a fine-tuned version of
ifyou819/summary-bbc-dataset-v3
on the None dataset. It achieves the following results on the evaluation set:
Loss: 3.2621
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: 1e-06
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
Training results
Training Loss
Epoch
Step
Validation Loss
3.2299
1.0
389
3.4385
3.56
2.0
778
3.3635
4.2156
3.0
1167
3.3195
4.1832
4.0
1556
3.3035
ROUGE
ROUGE-1: 0.5040214396428574
ROUGE-2: 0.3629922009566342
ROUGE-L: 0.3890022946297522
Framework versions
Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.19.1
