mt5-base-finetuned-stocks-event-all – AI Model by jiaoqsh | AlphaNeural AI

You can deploy this model and start earning money today!

jiaoqsh/
mt5-base-finetuned-stocks-event-all

like

0

text2text-generation

generated_from_trainer

endpoints_compatible

Views

No views yet

mt5-base-finetuned-stocks-event-all

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: 0.6143
Rouge1: 0.4336
Rouge2: 0.3906
Rougel: 0.4328
Rougelsum: 0.4317

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
6.4821	1.0	97	2.0502	0.1648	0.0891	0.1587	0.1588
2.3093	2.0	194	0.9278	0.3059	0.2526	0.3063	0.3048
1.5634	3.0	291	0.7646	0.3348	0.2917	0.3334	0.3334
1.2392	4.0	388	0.7398	0.3721	0.3193	0.3725	0.3721
1.1755	5.0	485	0.6872	0.3498	0.2990	0.3496	0.3507
1.0981	6.0	582	0.6685	0.3579	0.3256	0.3591	0.3566
1.0238	7.0	679	0.6379	0.4261	0.3882	0.4278	0.4253
1.0265	8.0	776	0.6143	0.4336	0.3906	0.4328	0.4317

Framework versions

Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.9.0
Tokenizers 0.13.2