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finetuning-movie-roberta – AI Model by Neha988 | AlphaNeural AI

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Neha988/
finetuning-movie-roberta

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text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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finetuning-movie-roberta

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

Loss: 0.6327
Accuracy: 0.8956
F1: 0.8939

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: 1e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Framework versions

Transformers 4.27.3
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2