Classify-model-v1.2 – AI Model by GeneStory | AlphaNeural AI

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GeneStory/
Classify-model-v1.2

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text-classification

generated_from_trainer

Alibaba-NLP/gte-base-en-v1.5

autotrain_compatible

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Classify-model-v1.2

This model is a fine-tuned version of Alibaba-NLP/gte-base-en-v1.5 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2901
Accuracy: 0.9464

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: 0.0001
train_batch_size: 128
eval_batch_size: 128
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.0269	1.0	11	0.3949	0.8482
0.2124	2.0	22	0.2804	0.8929
0.0651	3.0	33	0.2142	0.9107
0.0224	4.0	44	0.2613	0.9196
0.0111	5.0	55	0.3168	0.9375
0.0082	6.0	66	0.2658	0.9464
0.0053	7.0	77	0.2768	0.9464
0.0049	8.0	88	0.2901	0.9464

Framework versions

Transformers 4.39.3
Pytorch 2.2.2+cu121
Datasets 2.19.1
Tokenizers 0.15.2