first_trial – AI Model by vsamuel | AlphaNeural AI

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first_trial

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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first_trial

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

Loss: 2.6043
Rouge1: 0.1456
Rouge2: 0.0437
Rougel: 0.1267
Rougelsum: 0.1267
Gen Len: 18.4047

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: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	54	3.0826	0.1077	0.0244	0.092	0.0922	18.9059
No log	2.0	108	2.7618	0.1172	0.0267	0.101	0.1013	18.7259
No log	3.0	162	2.6393	0.1326	0.035	0.1159	0.116	18.4753
No log	4.0	216	2.6043	0.1456	0.0437	0.1267	0.1267	18.4047

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu118
Datasets 2.15.0
Tokenizers 0.15.0