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legal-bart-base – AI Model by easwar03 | AlphaNeural AI
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easwar03
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legal-bart-base
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transformers
tensorboard
safetensors
bart
text2text-generation
generated_from_trainer
facebook/bart-base
finetune
apache-2.0
endpoints_compatible
us
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legal-bart-base
This model is a fine-tuned version of
facebook/bart-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 2.5994
Rouge1: 27.0214
Rouge2: 10.6408
Rougel: 23.7088
Rougelsum: 24.2952
Gen Len: 15.7444
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: 8
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
Gen Len
No log
1.0
45
2.6655
27.2712
11.3577
24.0401
24.6116
15.0778
No log
2.0
90
2.5994
27.0214
10.6408
23.7088
24.2952
15.7444
Framework versions
Transformers 4.45.1
Pytorch 2.4.0
Datasets 3.0.1
Tokenizers 0.20.0
