telugu_summary-T5 – AI Model by rbojja | AlphaNeural AI

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rbojja/
telugu_summary-T5

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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telugu_summary-T5

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

Loss: 0.2160
Rouge1: 0.0051
Rouge2: 0.0009
Rougel: 0.005
Rougelsum: 0.0051
Gen Len: 20.0

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: 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
0.2315	1.0	1019	0.2238	0.0023	0.0005	0.0023	0.0023	20.0
0.2224	2.0	2038	0.2192	0.0053	0.0009	0.0053	0.0053	20.0
0.2192	3.0	3057	0.2165	0.0048	0.0008	0.0048	0.0049	20.0
0.2184	4.0	4076	0.2160	0.0051	0.0009	0.005	0.0051	20.0

Framework versions

Transformers 4.47.1
Pytorch 2.5.1+cu121
Datasets 3.2.0
Tokenizers 0.21.0