elvish-translator-quenya-t5-small – AI Model by Oysiyl | AlphaNeural AI

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Oysiyl/
elvish-translator-quenya-t5-small

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text2text-generation

generated_from_trainer

google-t5/t5-small

text-generation-inference

endpoints_compatible

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elvish-translator-quenya-t5-small

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: 3.9119
Bleu: 0.1206
Gen Len: 16.6875

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: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
4.9376	1.0	144	4.3320	0.1122	16.9514
4.5062	2.0	288	4.1559	0.1191	15.9653
4.3624	3.0	432	4.0699	0.1118	16.7361
4.2832	4.0	576	4.0222	0.1474	16.3125
4.2286	5.0	720	3.9854	0.1421	16.2778
4.1762	6.0	864	3.9550	0.1107	16.9583
4.14	7.0	1008	3.9386	0.1215	16.1944
4.087	8.0	1152	3.9221	0.1232	16.7153
4.0988	9.0	1296	3.9154	0.1206	16.6875
4.0738	10.0	1440	3.9119	0.1206	16.6875

Framework versions

Transformers 4.44.2
Pytorch 2.2.1+cu121
Datasets 3.0.0
Tokenizers 0.19.1