tl-ceb-model – AI Model by youdiniplays | AlphaNeural AI

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youdiniplays/
tl-ceb-model

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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tl-ceb-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: 0.5272
Bleu: 2.9334
Gen Len: 18.2954

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: 0.001
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: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.9668	1.0	6516	0.8034	2.2949	18.3327
0.8082	2.0	13032	0.6691	2.6324	18.3182
0.7297	3.0	19548	0.5954	2.7526	18.2929
0.6745	4.0	26064	0.5474	2.886	18.308
0.6319	5.0	32580	0.5272	2.9334	18.2954

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.0