my_awesome_sindarin_model – AI Model by cpb5867 | AlphaNeural AI

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my_awesome_sindarin_model

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my_awesome_sindarin_model

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

Loss: 3.1459
Bleu: 0.3288
Gen Len: 12.348

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: 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
No log	1.0	199	3.6560	0.0612	17.4414
No log	2.0	398	3.4073	0.1168	12.5788
3.9239	3.0	597	3.2573	0.2427	12.3178
3.9239	4.0	796	3.1767	0.2812	12.2585
3.9239	5.0	995	3.1459	0.3288	12.348

Framework versions

Transformers 4.28.1
Pytorch 1.13.1+cu116
Datasets 2.11.0
Tokenizers 0.13.3