Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
roberta-large_lemon-spell_5k_5_p3 – AI Model by stuartmesham | AlphaNeural AI
You can deploy this model and start earning money today!
stuartmesham
/
roberta-large_lemon-spell_5k_5_p3
like
0
transformers
pytorch
roberta
token-classification
generated_from_trainer
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
roberta-large_lemon-spell_5k_5_p3
This model is a fine-tuned version of
model_saves/roberta-large_lemon-spell_5k_5_p2
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.4791
Accuracy: 0.9391
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: 1e-05
train_batch_size: 128
eval_batch_size: 128
seed: 82
distributed_type: multi-GPU
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
num_epochs: 15.0
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
268
0.4315
0.9391
No log
2.0
536
0.4467
0.9387
No log
3.0
804
0.4791
0.9391
0.2901
4.0
1072
0.5057
0.9386
0.2901
5.0
1340
0.5766
0.9374
0.2901
6.0
1608
0.6426
0.9384
Framework versions
Transformers 4.21.0.dev0
Pytorch 1.11.0+cu113
Datasets 2.3.2
Tokenizers 0.12.1
