roberta-base_chatgpt_and_reddit_qa – AI Model by fahrialfiansyah | AlphaNeural AI

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fahrialfiansyah/
roberta-base_chatgpt_and_reddit_qa

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text-classification

generated_from_trainer

FacebookAI/roberta-base

autotrain_compatible

endpoints_compatible

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roberta-base_chatgpt_and_reddit_qa

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

Loss: 1.2059
Accuracy: 0.8
F1: 0.7970

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
lr_scheduler_warmup_steps: 500
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.5274	1.0	496	0.5272	0.8911	0.7119
0.4457	2.0	992	0.4337	0.9022	0.7503
0.2501	3.0	1488	0.4117	0.9103	0.7885
0.0469	4.0	1984	0.4001	0.9173	0.8195
0.034	5.0	2480	0.4436	0.9183	0.8254

Framework versions

Transformers 4.39.0.dev0
Pytorch 2.1.0a0+b5021ba
Datasets 2.17.1
Tokenizers 0.15.2