DrBERT-7GB-finetuned-loinc – AI Model by nuxper | AlphaNeural AI

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nuxper/
DrBERT-7GB-finetuned-loinc

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text-classification

generated_from_trainer

Dr-BERT/DrBERT-7GB

autotrain_compatible

endpoints_compatible

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DrBERT-7GB-finetuned-loinc

This model is a fine-tuned version of Dr-BERT/DrBERT-7GB on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.6762
Accuracy: 0.8519
F1: 0.8516

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: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
No log	1.0	1268	0.6636	0.8410	0.8379
No log	2.0	2536	0.6715	0.8401	0.8414
No log	3.0	3804	0.6953	0.8538	0.8490
No log	4.0	5072	0.6719	0.8522	0.8524
No log	5.0	6340	0.6762	0.8519	0.8516

Framework versions

Transformers 4.45.2
Pytorch 2.3.1+cxx11.abi
Datasets 3.0.1
Tokenizers 0.20.0