my_cust_events_model – AI Model by Vc-Cpt | AlphaNeural AI

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Vc-Cpt/
my_cust_events_model

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text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

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my_cust_events_model

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

Loss: 2.9138
Rouge1: 0.0709
Rouge2: 0.0164
Rougel: 0.0599
Rougelsum: 0.06
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: 8
eval_batch_size: 8
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	24	3.4693	0.0661	0.0194	0.0578	0.0577	19.0
No log	2.0	48	3.1028	0.0707	0.0186	0.0622	0.0626	19.0
No log	3.0	72	2.9566	0.0712	0.0164	0.0601	0.0601	19.0
No log	4.0	96	2.9138	0.0709	0.0164	0.0599	0.06	19.0

Framework versions

Transformers 4.28.0
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.13.3