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roberta_finetuning-sentiment-hpReddit – AI Model by melissoep | AlphaNeural AI

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melissoep/
roberta_finetuning-sentiment-hpReddit

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text-classification

generated_from_trainer

cardiffnlp/twitter-roberta-base-sentiment-latest

autotrain_compatible

endpoints_compatible

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roberta_finetuning-sentiment-hpReddit

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

eval_loss: 0.6539
eval_accuracy: 0.6974
eval_f1: 0.6931
eval_Precision: 0.7627
eval_runtime: 4.2935
eval_samples_per_second: 17.701
eval_steps_per_second: 1.165
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: 2

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.19.2
Tokenizers 0.19.1