baseroberta-finetuned_squadcovid – AI Model by Rahul13 | AlphaNeural AI

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Rahul13/
baseroberta-finetuned_squadcovid

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FacebookAI/roberta-base

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baseroberta-finetuned_squadcovid

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

Loss: 0.8426

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: 32
eval_batch_size: 32
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: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.6662	0.21	1000	1.0762
0.7148	0.42	2000	0.9627
0.6548	0.64	3000	0.8933
0.601	0.85	4000	0.8712
0.5623	1.06	5000	0.8938
0.4915	1.27	6000	0.8678
0.4772	1.49	7000	0.8568
0.4709	1.7	8000	0.8479
0.4616	1.91	9000	0.8426

Framework versions

Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2