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conversation-summ_longformer_bart_like – AI Model by apatidar0 | AlphaNeural AI
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conversation-summ_longformer_bart_like
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transformers
pytorch
tensorboard
led
text2text-generation
Summarization
generated_from_trainer
samsum
apache-2.0
endpoints_compatible
us
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conversation-summ_longformer_bart_like
This model is a fine-tuned version of
allenai/led-base-16384
on the samsum dataset.
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: 2e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
No log
1.0
143
1.9126
42.0973
16.7856
33.784
37.7811
Framework versions
Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.9.0
Tokenizers 0.13.2
