t5_sum_finetuned – AI Model by Kai1014 | AlphaNeural AI

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Kai1014/
t5_sum_finetuned

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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t5_sum_finetuned

This model is a fine-tuned version of google-t5/t5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.3362
Rouge1: 0.4154
Rouge2: 0.1753
Rougel: 0.2649
Rougelsum: 0.2649
Gen Len: 282.3387

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: 8
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	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	124	2.4013	0.4053	0.1691	0.2482	0.2483	258.871
No log	2.0	248	2.3594	0.4097	0.173	0.2596	0.2596	279.121
No log	3.0	372	2.3435	0.416	0.1757	0.2663	0.2661	284.6048
No log	4.0	496	2.3362	0.4154	0.1753	0.2649	0.2649	282.3387

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2