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emnlp_test_9clusters_bart_large_sati – AI Model by hungngo04 | AlphaNeural AI
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hungngo04
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emnlp_test_9clusters_bart_large_sati
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transformers
tensorboard
safetensors
bart
text2text-generation
generated_from_trainer
facebook/bart-large
finetune
apache-2.0
endpoints_compatible
us
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emnlp_test_9clusters_bart_large_sati
This model is a fine-tuned version of
facebook/bart-large
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.5178
Bleu: 83.1112
Gen Len: 10.6083
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: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
Gen Len
0.1866
2.3303
15000
0.5819
80.4332
11.3463
0.1127
4.6606
30000
0.5120
82.2508
10.6137
0.0774
6.9908
45000
0.4587
82.8524
10.6968
0.0574
9.3211
60000
0.5178
83.1112
10.6083
Framework versions
Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1
