results_t5small – AI Model by HenryHoangDuong | AlphaNeural AI

You can deploy this model and start earning money today!

HenryHoangDuong/
results_t5small

like

0

text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

Views

No views yet

results_t5small

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

Loss: 0.3870
Rouge1: 0.2699
Rouge2: 0.0965
Rougel: 0.2525
Rougelsum: 0.2526
Bleu: 0.0947
Gen Len: 13.6472

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: 0.0005
train_batch_size: 20
eval_batch_size: 20
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Bleu	Gen Len
0.4414	1.0	4394	0.4026	0.2555	0.0844	0.2414	0.2415	0.0879	13.5781
0.4073	2.0	8788	0.3918	0.2608	0.0889	0.245	0.245	0.0901	13.4876
0.4048	3.0	13182	0.3870	0.2699	0.0965	0.2525	0.2526	0.0947	13.6472

Framework versions

Transformers 4.55.0
Pytorch 2.7.1+cu126
Datasets 4.0.0
Tokenizers 0.21.4