summarize_model – AI Model by Sudarshan00 | AlphaNeural AI

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Sudarshan00/
summarize_model

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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summarize_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: 1.7638
Rouge1: 0.2453
Rouge2: 0.1053
Rougel: 0.1992
Rougelsum: 0.1988
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: 3e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	100	1.8301	0.2376	0.0971	0.1916	0.1915	19.0
No log	2.0	200	1.7931	0.2424	0.0991	0.1954	0.1953	19.0
No log	3.0	300	1.7741	0.241	0.1015	0.1954	0.1952	19.0
No log	4.0	400	1.7658	0.244	0.105	0.1986	0.1983	19.0
2.0548	5.0	500	1.7638	0.2453	0.1053	0.1992	0.1988	19.0

Framework versions

Transformers 4.46.3
Pytorch 2.5.1+cu121
Datasets 3.1.0
Tokenizers 0.20.3