summary-generator-128 – AI Model by anonymous813ker | AlphaNeural AI

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anonymous813ker/
summary-generator-128

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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summary-generator-128

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: 1.6233
Rouge1: 0.523
Rouge2: 0.3181
Rougel: 0.4115
Rougelsum: 0.4115
Gen Len: 119.4524

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: 32
eval_batch_size: 32
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
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
2.2692	1.0	593	1.7477	0.5022	0.2954	0.3899	0.3899	113.4738
1.9395	2.0	1186	1.6635	0.5177	0.3112	0.4046	0.4045	117.821
1.8828	3.0	1779	1.6317	0.5221	0.3166	0.41	0.41	119.5176
1.8478	4.0	2372	1.6233	0.523	0.3181	0.4115	0.4115	119.4524

Framework versions

Transformers 5.8.1
Pytorch 2.5.1
Datasets 4.8.5
Tokenizers 0.22.2