kin-mbert-focal – AI Model by jaycentg | AlphaNeural AI

You can deploy this model and start earning money today!

jaycentg/
kin-mbert-focal

like

0

text-classification

generated_from_trainer

google-bert/bert-base-multilingual-uncased

autotrain_compatible

endpoints_compatible

Views

No views yet

kin-mbert-focal

This model is a fine-tuned version of google-bert/bert-base-multilingual-uncased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 10.2251
F1-micro: 0.3191
F1-macro: 0.3325

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: 3e-05
train_batch_size: 32
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 24
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	F1-micro	F1-macro
81.9043	1.0	62	10.5689	0.3084	0.3375
76.6741	2.0	124	10.3036	0.3199	0.3327
74.3509	3.0	186	10.2323	0.3144	0.3247
72.7412	4.0	248	10.2251	0.3191	0.3325

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1