micro_base_help_class_no_pre_seed_3 – AI Model by BigTMiami | AlphaNeural AI

You can deploy this model and start earning money today!

BigTMiami/
micro_base_help_class_no_pre_seed_3

like

0

text-classification

generated_from_trainer

FacebookAI/roberta-base

autotrain_compatible

endpoints_compatible

Views

No views yet

micro_base_help_class_no_pre_seed_3

This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3318
Accuracy: 0.8454
F1 Macro: 0.6580

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: 16
eval_batch_size: 16
seed: 3
optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1 Macro
0.3515	1.0	313	0.3439	0.8536	0.6099
0.3166	2.0	626	0.3352	0.8598	0.5733
0.2622	3.0	939	0.3453	0.8458	0.6676
0.2173	4.0	1252	0.5821	0.8618	0.5924
0.1634	5.0	1565	0.7321	0.8542	0.6490
0.126	6.0	1878	0.8761	0.8264	0.6615

Framework versions

Transformers 4.36.2
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.15.2