modernbert-match-user-51184 – AI Model by matiashoyl | AlphaNeural AI

You can deploy this model and start earning money today!

matiashoyl/
modernbert-match-user-51184

like

0

text-classification

generated_from_trainer

answerdotai/ModernBERT-base

autotrain_compatible

endpoints_compatible

Views

No views yet

modernbert-match-user-51184

This model is a fine-tuned version of answerdotai/ModernBERT-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.2766
Accuracy: 0.7965
F1: 0.7824
Precision: 0.7826
Recall: 0.7965
F1 Class 0: 0.5833
F1 Class 1: 0.2222
F1 Class 2: 0.0
F1 Class 3: 0.3333
F1 Class 4: 0.9294

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: 4
eval_batch_size: 4
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: cosine_with_restarts
lr_scheduler_warmup_steps: 113
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1	Precision	Recall	F1 Class 0	F1 Class 1	F1 Class 2	F1 Class 3	F1 Class 4
0.8499	1.0	113	0.7849	0.7434	0.6793	0.7365	0.7434	0.125	0.0	0.0	0.4	0.8791
0.6059	2.0	226	0.9836	0.7434	0.6692	0.6287	0.7434	0.3636	0.0	0.0	0.0	0.8556
0.3988	3.0	339	1.1060	0.7699	0.7422	0.7573	0.7699	0.2105	0.25	0.0	0.4	0.9349
0.5362	4.0	452	1.2766	0.7965	0.7824	0.7826	0.7965	0.5833	0.2222	0.0	0.3333	0.9294

Framework versions

Transformers 4.49.0
Pytorch 2.6.0
Datasets 2.21.0
Tokenizers 0.21.0