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xlm-roberta-base-urdu-sentiment – AI Model by abdullaharoon | AlphaNeural AI
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abdullaharoon
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xlm-roberta-base-urdu-sentiment
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transformers
safetensors
xlm-roberta
text-classification
generated_from_trainer
FacebookAI/xlm-roberta-base
finetune
mit
text-embeddings-inference
endpoints_compatible
us
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xlm-roberta-base-urdu-sentiment
This model is a fine-tuned version of
xlm-roberta-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.0002
Macro F1: 1.0
Accuracy: 1.0
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: 2e-05
train_batch_size: 16
eval_batch_size: 32
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 0.1
num_epochs: 5
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Macro F1
Accuracy
No log
1.0
113
0.0008
1.0
1.0
No log
2.0
226
0.0003
1.0
1.0
No log
3.0
339
0.0002
1.0
1.0
Framework versions
Transformers 5.14.1
Pytorch 2.6.0+cu124
Tokenizers 0.22.2
