T5Model_for_Ecommerce – AI Model by ATarale | AlphaNeural AI

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ATarale/
T5Model_for_Ecommerce

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text2text-generation

generated_from_trainer

Praveen76/FinetunedT5Model

text-generation-inference

endpoints_compatible

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T5Model_for_Ecommerce

This model is a fine-tuned version of Praveen76/FinetunedT5Model on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.9334
Rouge1: 0.0174
Rouge2: 0.01
Rougel: 0.0154
Rougelsum: 0.0155
Gen Len: 1.0556

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: 15

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	27	4.2291	0.276	0.1499	0.2309	0.2304	19.0
No log	2.0	54	1.1911	0.0223	0.0119	0.0202	0.0197	1.7593
No log	3.0	81	1.0887	0.0	0.0	0.0	0.0	0.0
No log	4.0	108	1.0708	0.0	0.0	0.0	0.0	0.0
No log	5.0	135	1.0551	0.0	0.0	0.0	0.0	0.0
No log	6.0	162	1.0332	0.0	0.0	0.0	0.0	0.0
No log	7.0	189	1.0104	0.0	0.0	0.0	0.0	0.0
No log	8.0	216	0.9919	0.0	0.0	0.0	0.0	0.0
No log	9.0	243	0.9757	0.0	0.0	0.0	0.0	0.0
No log	10.0	270	0.9610	0.0	0.0	0.0	0.0	0.0
No log	11.0	297	0.9501	0.0	0.0	0.0	0.0	0.0
No log	12.0	324	0.9424	0.0	0.0	0.0	0.0	0.0
No log	13.0	351	0.9378	0.0133	0.0086	0.0122	0.0117	0.7037
No log	14.0	378	0.9346	0.0174	0.01	0.0154	0.0155	1.0556
No log	15.0	405	0.9334	0.0174	0.01	0.0154	0.0155	1.0556

Framework versions

Transformers 4.33.1
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.13.3