keywords_sentences_based_model – AI Model by Otavio12 | AlphaNeural AI

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Otavio12/
keywords_sentences_based_model

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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keywords_sentences_based_model

This model is a fine-tuned version of google-t5/t5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.3290
Rouge1: 0.2867
Rouge2: 0.1752
Rougel: 0.2696
Rougelsum: 0.2696
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: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	106	3.0722	0.1284	0.0466	0.1103	0.1104	19.0
No log	2.0	212	2.7326	0.253	0.1467	0.2369	0.2373	19.0
No log	3.0	318	2.5750	0.272	0.1656	0.2569	0.2569	19.0
No log	4.0	424	2.4883	0.2775	0.168	0.2617	0.2618	19.0
3.0722	5.0	530	2.4269	0.2792	0.1702	0.2633	0.2632	19.0
3.0722	6.0	636	2.3872	0.2871	0.1757	0.2699	0.2697	19.0
3.0722	7.0	742	2.3587	0.2882	0.178	0.2714	0.2714	19.0
3.0722	8.0	848	2.3425	0.288	0.1775	0.2713	0.2714	19.0
3.0722	9.0	954	2.3315	0.2876	0.1758	0.2707	0.2705	19.0
2.5543	10.0	1060	2.3290	0.2867	0.1752	0.2696	0.2696	19.0

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.19.2
Tokenizers 0.19.1