baseline_model – AI Model by Oleska | AlphaNeural AI

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Oleska/
baseline_model

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token-classification

generated_from_trainer

BAAI/bge-small-en-v1.5

autotrain_compatible

endpoints_compatible

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baseline_model

This model is a fine-tuned version of BAAI/bge-small-en-v1.5 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1450
Precision: 0.9218
Recall: 0.9318
F1: 0.9268
Accuracy: 0.9819

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: 5.373713206635395e-05
train_batch_size: 4
eval_batch_size: 8
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 7

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
0.0183	1.0	2500	0.1565	0.8895	0.9197	0.9044	0.9787
0.0083	2.0	5000	0.1579	0.9042	0.9244	0.9142	0.9796
0.0162	3.0	7500	0.1449	0.9103	0.9241	0.9172	0.9802
0.0051	4.0	10000	0.1414	0.9224	0.9305	0.9264	0.9822
0.0037	5.0	12500	0.1473	0.9260	0.9283	0.9271	0.9824
0.0034	6.0	15000	0.1444	0.9187	0.9305	0.9246	0.9816
0.0007	7.0	17500	0.1450	0.9218	0.9318	0.9268	0.9819

Framework versions

Transformers 4.50.3
Pytorch 2.6.0+cu124
Datasets 3.5.0
Tokenizers 0.21.1