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emnlp_5clusters – AI Model by hungngo04 | AlphaNeural AI
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hungngo04
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emnlp_5clusters
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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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emnlp_5clusters
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: 0.4399
Bleu: 65.7826
Gen Len: 10.7768
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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu
Gen Len
0.8878
1.0
4678
0.6679
51.7004
10.7623
0.6265
2.0
9356
0.5087
61.1439
10.7779
0.5037
3.0
14034
0.4596
64.4875
10.7615
0.4408
4.0
18712
0.4399
65.7826
10.7768
Framework versions
Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1
