Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
xlm-roberta-large-finetuned-wolof – AI Model by vonewman | AlphaNeural AI
You can deploy this model and start earning money today!
vonewman
/
xlm-roberta-large-finetuned-wolof
like
0
transformers
pytorch
xlm-roberta
token-classification
generated_from_trainer
masakhaner2
FacebookAI/xlm-roberta-large
finetune
mit
model-index
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
xlm-roberta-large-finetuned-wolof
This model is a fine-tuned version of
xlm-roberta-large
on the masakhaner2 dataset. It achieves the following results on the evaluation set:
Loss: 0.3771
F1: 0.8362
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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
F1
0.7475
1.0
739
0.4053
0.6989
0.3252
2.0
1478
0.3251
0.6653
0.1983
3.0
2217
0.3703
0.8234
0.1139
4.0
2956
0.3170
0.8299
0.052
5.0
3695
0.3771
0.8362
Framework versions
Transformers 4.33.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3
