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roberta-peft-category – AI Model by pppereira3 | AlphaNeural AI

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pppereira3/
roberta-peft-category

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generated_from_trainer

FacebookAI/roberta-base

endpoints_compatible

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roberta-peft-category

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

eval_loss: 1.1887
eval_model_preparation_time: 0.0079
eval_accuracy: 0.5677
eval_f1: 0.5679
eval_runtime: 78.7469
eval_samples_per_second: 38.097
eval_steps_per_second: 2.387
step: 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: 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: 10

Framework versions

Transformers 4.44.2
Pytorch 2.5.0+cu121
Datasets 3.1.0
Tokenizers 0.19.1