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som-xlm-focal-lr-3e-5 – AI Model by jaycentg | AlphaNeural AI
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som-xlm-focal-lr-3e-5
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transformers
tensorboard
safetensors
xlm-roberta
text-classification
generated_from_trainer
FacebookAI/xlm-roberta-base
finetune
mit
autotrain_compatible
endpoints_compatible
us
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som-xlm-focal-lr-3e-5
This model is a fine-tuned version of
FacebookAI/xlm-roberta-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 8.7116
F1-micro: 0.3038
F1-macro: 0.2945
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: 16
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: 67
num_epochs: 4
Training results
Training Loss
Epoch
Step
Validation Loss
F1-micro
F1-macro
29.1007
1.0
170
9.7803
0.2223
0.1259
28.4514
2.0
340
9.3956
0.2266
0.1991
27.2316
3.0
510
8.7091
0.3032
0.2967
25.5547
4.0
680
8.7116
0.3038
0.2945
Framework versions
Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1
