rut5_base_sum_gazeta-finetuned – AI Model by Natet | AlphaNeural AI

You can deploy this model and start earning money today!

Natet/
rut5_base_sum_gazeta-finetuned

like

0

text2text-generation

summarization_2

generated_from_trainer

IlyaGusev/rut5_base_sum_gazeta

text-generation-inference

endpoints_compatible

Views

No views yet

rut5_base_sum_gazeta-finetuned

This model is a fine-tuned version of IlyaGusev/rut5_base_sum_gazeta on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.1124
Rouge1: 0.0
Rouge2: 0.0
Rougel: 0.0
Rougelsum: 0.0

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: 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: 8

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
2.9877	1.0	12	2.3994	0.0	0.0	0.0	0.0
2.5964	2.0	24	2.2629	0.0	0.0	0.0	0.0
2.3873	3.0	36	2.2001	0.0	0.0	0.0	0.0
2.2627	4.0	48	2.1574	0.0	0.0	0.0	0.0
2.1536	5.0	60	2.1319	0.0	0.0	0.0	0.0
2.0937	6.0	72	2.1214	0.0	0.0	0.0	0.0
1.9039	7.0	84	2.1149	0.0	0.0	0.0	0.0
1.9739	8.0	96	2.1124	0.0	0.0	0.0	0.0

Framework versions

Transformers 4.33.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3