Beta
Explore
Marketplace
Neural Labs
Playground
Wallet
Docs
electra_test – AI Model by ValeraDanger | AlphaNeural AI
You can deploy this model and start earning money today!
ValeraDanger
/
electra_test
like
0
transformers
tensorboard
safetensors
electra
text-classification
generated_from_trainer
ai-forever/ruElectra-large
finetune
mit
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
electra_test
This model is a fine-tuned version of
ai-forever/ruElectra-large
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.0062
F1: 0.7532
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: 5e-05
train_batch_size: 64
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
Training results
Training Loss
Epoch
Step
Validation Loss
F1
0.5713
1.0
515
0.5318
0.7528
0.4262
2.0
1030
0.6691
0.7530
0.256
3.0
1545
0.7394
0.7635
0.1025
4.0
2060
1.0062
0.7532
Framework versions
Transformers 4.45.1
Pytorch 2.4.0
Datasets 3.0.1
Tokenizers 0.20.0
