Text_Summarization_model_12042024 – AI Model by vishnun0027 | AlphaNeural AI

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vishnun0027/
Text_Summarization_model_12042024

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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Text_Summarization_model_12042024

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: 1.5629
Rouge1: 0.2385
Rouge2: 0.19
Rougel: 0.2296
Rougelsum: 0.2296
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: 4
eval_batch_size: 4
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
1.8769	1.0	4691	1.6645	0.2336	0.1826	0.2236	0.2236	19.0
1.826	2.0	9382	1.5972	0.2367	0.1869	0.2273	0.2273	19.0
1.7617	3.0	14073	1.5720	0.2384	0.1898	0.2294	0.2294	19.0
1.7664	4.0	18764	1.5629	0.2385	0.19	0.2296	0.2296	19.0

Framework versions

Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2