fine_tuned_t5_small_model – AI Model by Abhimanyu9539 | AlphaNeural AI

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Abhimanyu9539/
fine_tuned_t5_small_model

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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fine_tuned_t5_small_model

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

Loss: 2.4792
Rouge1: 0.1437
Rouge2: 0.054
Rougel: 0.1201
Rougelsum: 0.1203
Gen Len: 19.0

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	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	62	2.7732	0.1293	0.0402	0.1099	0.11	19.0
No log	2.0	124	2.5600	0.1406	0.0519	0.1186	0.1187	19.0
No log	3.0	186	2.4963	0.1434	0.0519	0.1198	0.1198	19.0
No log	4.0	248	2.4792	0.1437	0.054	0.1201	0.1203	19.0

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2