deberta-v3-large_v3_no_entities_with_context – AI Model by bobbyw | AlphaNeural AI

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bobbyw/
deberta-v3-large_v3_no_entities_with_context

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text-classification

generated_from_trainer

bobbyw/deberta-v3-large_v3_no_entities_with_context

autotrain_compatible

endpoints_compatible

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deberta-v3-large_v3_no_entities_with_context

This model is a fine-tuned version of bobbyw/deberta-v3-large_v3_no_entities_with_context on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0269
Accuracy: 0.0048
F1: 0.0095
Precision: 0.0048
Recall: 1.0
Learning Rate: 0.0

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: 5e-06
train_batch_size: 3
eval_batch_size: 3
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1	Precision	Recall	Rate
0.0264	1.0	686	0.0268	0.0048	0.0095	0.0048	1.0	0.0000
0.0274	2.0	1372	0.0269	0.0048	0.0095	0.0048	1.0	0.0000
0.027	3.0	2058	0.0269	0.0048	0.0095	0.0048	1.0	0.0000
0.0261	4.0	2744	0.0269	0.0048	0.0095	0.0048	1.0	0.0

Framework versions

Transformers 4.41.1
Pytorch 2.3.0+cu121
Datasets 2.19.2
Tokenizers 0.19.1