roberta-base-finetuned-cola – AI Model by natanlsr | AlphaNeural AI

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natanlsr/
roberta-base-finetuned-cola

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text-classification

generated_from_trainer

FacebookAI/roberta-base

text-embeddings-inference

endpoints_compatible

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roberta-base-finetuned-cola

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

Loss: 0.6185
Matthews Correlation: 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: 5e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Matthews Correlation
0.6126	1.0	535	0.6185	0.0
0.6158	2.0	1070	0.6204	0.0
0.6119	3.0	1605	0.6201	0.0
0.6133	4.0	2140	0.6336	0.0
0.6107	5.0	2675	0.6216	0.0
0.6057	6.0	3210	0.6185	0.0
0.6099	7.0	3745	0.6188	0.0
0.6132	8.0	4280	0.6183	0.0
0.6084	9.0	4815	0.6187	0.0
0.6059	10.0	5350	0.6188	0.0

Framework versions

Transformers 4.56.1
Pytorch 2.8.0+cu126
Datasets 4.0.0
Tokenizers 0.22.0