mt5-base-wikinewssum-spanish – AI Model by airKlizz | AlphaNeural AI | AlphaNeural AI

You can deploy this model and start earning money today!

airKlizz/
mt5-base-wikinewssum-spanish

like

0

text2text-generation

generated_from_trainer

endpoints_compatible

Views

No views yet

mt5-base-wikinewssum-spanish

This model is a fine-tuned version of google/mt5-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.2394
Rouge1: 7.9732
Rouge2: 3.5041
Rougel: 6.6713
Rougelsum: 7.5229

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: 5.6e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
No log	1.0	528	2.3707	6.687	2.9169	5.6793	6.2978
No log	2.0	1056	2.3140	7.9518	3.4529	6.7265	7.4984
No log	3.0	1584	2.2848	7.9708	3.5344	6.7272	7.534
No log	4.0	2112	2.2668	8.0252	3.5323	6.7319	7.5819
3.2944	5.0	2640	2.2532	8.0143	3.534	6.7155	7.582
3.2944	6.0	3168	2.2399	7.9525	3.4849	6.6716	7.5155
3.2944	7.0	3696	2.2376	7.9405	3.4661	6.6559	7.5043
3.2944	8.0	4224	2.2394	7.9732	3.5041	6.6713	7.5229

Framework versions

Transformers 4.13.0
Pytorch 1.10.1
Datasets 1.16.1
Tokenizers 0.10.3