mBART_translator_json_sentence_split – AI Model by eunyounglee | AlphaNeural AI

You can deploy this model and start earning money today!

eunyounglee/
mBART_translator_json_sentence_split

like

0

text2text-generation

generated_from_trainer

endpoints_compatible

Views

No views yet

mBART_translator_json_sentence_split

This model is a fine-tuned version of facebook/mbart-large-cc25 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0769
Bleu: 87.2405
Gen Len: 27.425

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: 1e-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: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
2.0011	1.0	2978	0.5458	63.8087	32.3819
1.1978	2.0	5956	0.1854	76.5291	27.6781
0.9276	3.0	8934	0.1123	84.7194	27.5773
0.776	4.0	11912	0.0845	87.505	27.2845
0.6889	5.0	14890	0.0769	87.2405	27.425

Framework versions

Transformers 4.23.1
Pytorch 1.12.1+cu113
Datasets 2.6.1
Tokenizers 0.13.1