BLESSRelationTrain-2 – AI Model by RKessler | AlphaNeural AI

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RKessler/
BLESSRelationTrain-2

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text-classification

generated_from_trainer

FacebookAI/roberta-base

autotrain_compatible

endpoints_compatible

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BLESSRelationTrain-2

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

Loss: 0.6280
Accuracy: 0.8473

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	0.8	100	0.6965	0.5
No log	1.6	200	0.6828	0.5868
No log	2.4	300	0.7161	0.5
No log	3.2	400	0.6493	0.6377
0.6926	4.0	500	0.6856	0.5269
0.6926	4.8	600	0.6096	0.7784
0.6926	5.6	700	0.6265	0.8204
0.6926	6.4	800	0.8188	0.8054
0.6926	7.2	900	0.5995	0.8503
0.3811	8.0	1000	0.6280	0.8473

Framework versions

Transformers 4.34.0
Pytorch 2.1.0+cu121
Datasets 2.14.5
Tokenizers 0.14.1