my_awesome_wmt16_model – AI Model by tarang1213 | AlphaNeural AI

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tarang1213/
my_awesome_wmt16_model

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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my_awesome_wmt16_model

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: 2.0034
Bleu: 0.1317
Gen Len: 16.9235

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: 64
eval_batch_size: 64
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
2.333	1.0	2344	2.0869	0.121	16.9318
2.2099	2.0	4688	2.0398	0.1265	16.9175
2.15	3.0	7032	2.0172	0.1298	16.9193
2.131	4.0	9376	2.0067	0.131	16.9451
2.1164	5.0	11720	2.0034	0.1317	16.9235

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2