email_extractor_model_t5_small – AI Model by cmtn | AlphaNeural AI

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email_extractor_model_t5_small

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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email_extractor_model_t5_small

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

Loss: 0.4229
Rouge1: 0.5575
Rouge2: 0.5065
Rougel: 0.5473
Rougelsum: 0.5532
Gen Len: 18.9697

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: 10
eval_batch_size: 10
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	13	0.5638	0.3419	0.2711	0.3208	0.3224	19.0
No log	2.0	26	0.4783	0.4679	0.4041	0.4451	0.446	18.9697
No log	3.0	39	0.4356	0.5394	0.4872	0.5262	0.529	18.9697
No log	4.0	52	0.4229	0.5575	0.5065	0.5473	0.5532	18.9697

Framework versions

Transformers 4.35.2
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.14.1