t5_small_A_SapBERT – AI Model by ParastooC | AlphaNeural AI

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ParastooC/
t5_small_A_SapBERT

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text2text-generation

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text-generation-inference

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t5_small_A_SapBERT

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

Loss: 0.8647
Rouge1: 0.1085
Rouge2: 0.0448
Rougel: 0.1043
Rougelsum: 0.1046
Gen Len: 3.8938

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: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 12

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
3.034	1.0	527	1.1249	0.0	0.0	0.0	0.0	0.0
1.0575	2.0	1054	1.0118	0.0	0.0	0.0	0.0	0.0
0.9878	3.0	1581	0.9322	0.0104	0.0058	0.0101	0.0101	0.5221
0.8865	4.0	2108	0.9022	0.0363	0.0149	0.0349	0.0341	3.1681
0.8832	5.0	2635	0.8891	0.0758	0.0303	0.0713	0.0715	3.9558
0.8657	6.0	3162	0.8815	0.0955	0.041	0.0912	0.0924	4.292
0.8153	7.0	3689	0.8753	0.1007	0.0439	0.0948	0.0957	3.9292
0.8237	8.0	4216	0.8710	0.1063	0.0457	0.1006	0.1009	3.8319
0.8491	9.0	4743	0.8681	0.103	0.0418	0.0982	0.0989	3.708
0.8227	10.0	5270	0.8660	0.1085	0.0448	0.1043	0.1046	3.9027
0.8355	11.0	5797	0.8649	0.1085	0.0448	0.1043	0.1046	3.8938
0.7787	12.0	6324	0.8647	0.1085	0.0448	0.1043	0.1046	3.8938

Framework versions

Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2