BLESSRelationTrain-5 – AI Model by RKessler | AlphaNeural AI

You can deploy this model and start earning money today!

RKessler/
BLESSRelationTrain-5

like

0

text-classification

generated_from_trainer

FacebookAI/roberta-base

autotrain_compatible

endpoints_compatible

Views

No views yet

BLESSRelationTrain-5

This model is a fine-tuned version of roberta-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.5684
Accuracy: 0.9102

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: 5e-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	Accuracy
No log	0.79	100	0.6859	0.5
No log	1.59	200	0.7530	0.6317
No log	2.38	300	0.6363	0.8024
No log	3.17	400	0.6127	0.8204
0.5227	3.97	500	0.5102	0.8563
0.5227	4.76	600	0.5354	0.8982
0.5227	5.56	700	0.4740	0.9132
0.5227	6.35	800	0.5867	0.8952
0.5227	7.14	900	0.5525	0.9012
0.1282	7.94	1000	0.5684	0.9102

Framework versions

Transformers 4.34.0
Pytorch 2.1.0+cu121
Datasets 2.14.5
Tokenizers 0.14.1