new_t5_model – AI Model by danieladeeko | AlphaNeural AI

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danieladeeko/
new_t5_model

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text2text-generation

generated_from_trainer

google-t5/t5-base

text-generation-inference

endpoints_compatible

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new_t5_model

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

Loss: 0.2620
Rouge1: 0.5313
Rouge2: 0.3804
Rougel: 0.497
Rougelsum: 0.497
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
0.5201	1.0	2185	0.4729	0.5255	0.3455	0.4848	0.4848	19.0
0.3613	2.0	4370	0.3678	0.5381	0.3879	0.5041	0.504	19.0
0.3221	3.0	6555	0.3111	0.5328	0.3843	0.4989	0.4989	19.0
0.3552	4.0	8740	0.2620	0.5313	0.3804	0.497	0.497	19.0

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu121
Datasets 3.0.0
Tokenizers 0.19.1