mBart50_large_torch – AI Model by Evuv | AlphaNeural AI

You can deploy this model and start earning money today!

Evuv/
mBart50_large_torch

like

0

text2text-generation

generated_from_trainer

endpoints_compatible

Views

No views yet

mBart50_large_torch

This model is a fine-tuned version of facebook/mbart-large-50 on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.9535
Rouge1: 0.1566
Rouge2: 0.0333
Rougel: 0.1242
Rougelsum: 0.124
Gen Len: 88.63

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: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
3.1667	1.0	800	2.6328	0.102	0.0214	0.091	0.0909	81.98
1.9765	2.0	1600	2.5806	0.1317	0.0273	0.1096	0.1099	87.67
1.4771	3.0	2400	2.7266	0.1482	0.0321	0.1225	0.1227	92.88
1.0086	4.0	3200	2.9535	0.1566	0.0333	0.1242	0.124	88.63

Framework versions

Transformers 4.28.0
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.13.3