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distilroberta-base-mrpc-glue-oscar-salas – AI Model by salascorp | AlphaNeural AI

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salascorp/
distilroberta-base-mrpc-glue-oscar-salas

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text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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distilroberta-base-mrpc-glue-oscar-salas

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

eval_loss: 0.6456
eval_accuracy: 0.8260
eval_f1: 0.8795
eval_runtime: 30.3289
eval_samples_per_second: 13.453
eval_steps_per_second: 1.682
epoch: 1.09
step: 500

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: 3

Framework versions

Transformers 4.23.1
Pytorch 1.12.1+cpu
Datasets 2.6.1
Tokenizers 0.13.1