canine-s-finetuned-stsb – AI Model by vicl | AlphaNeural AI | AlphaNeural AI

You can deploy this model and start earning money today!

vicl/
canine-s-finetuned-stsb

like

0

text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

canine-s-finetuned-stsb

This model is a fine-tuned version of google/canine-s on the glue dataset. It achieves the following results on the evaluation set:

Loss: 0.7223
Pearson: 0.8397
Spearmanr: 0.8397

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Pearson	Spearmanr
No log	1.0	360	0.7938	0.8083	0.8077
1.278	2.0	720	0.7349	0.8322	0.8305
0.6765	3.0	1080	0.7075	0.8374	0.8366
0.6765	4.0	1440	0.7586	0.8360	0.8376
0.4629	5.0	1800	0.7223	0.8397	0.8397

Framework versions

Transformers 4.17.0
Pytorch 1.10.0+cu111
Datasets 2.0.0
Tokenizers 0.11.6