my_model – AI Model by Aikcheng | AlphaNeural AI

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Aikcheng/
my_model

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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my_model

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

Loss: 0.4448
Rouge1: 0.1879
Rouge2: 0.1269
Rougel: 0.1699
Rougelsum: 0.1697
Gen Len: 19.0

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	117	0.5666	0.1915	0.1333	0.1742	0.1738	19.0
No log	2.0	234	0.4704	0.1897	0.1294	0.1724	0.1724	19.0
No log	3.0	351	0.4505	0.1869	0.1255	0.169	0.1689	19.0
No log	4.0	468	0.4448	0.1879	0.1269	0.1699	0.1697	19.0

Framework versions

Transformers 4.45.0.dev0
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1