emnlp_test_9clusters_combined_bart_large_200k – AI Model by hungngo04 | AlphaNeural AI

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hungngo04/
emnlp_test_9clusters_combined_bart_large_200k

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text2text-generation

generated_from_trainer

facebook/bart-large

endpoints_compatible

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emnlp_test_9clusters_combined_bart_large_200k

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: 0.4843
Bleu: 86.9507
Gen Len: 10.8804

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: 6
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.5265	1.0	5605	0.6332	79.0951	10.8681
0.3437	2.0	11210	0.4387	83.6164	10.9593
0.2586	3.0	16815	0.4504	85.3036	10.8776
0.2168	4.0	22420	0.3906	86.0988	10.97
0.1835	5.0	28025	0.4560	86.677	10.893
0.1665	6.0	33630	0.4843	86.9507	10.8804

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1