xlm-roberta-sarcasmo-bs16-ep6 – AI Model by PauAnd29 | AlphaNeural AI

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PauAnd29/
xlm-roberta-sarcasmo-bs16-ep6

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text-classification

generated_from_trainer

FacebookAI/xlm-roberta-large

text-embeddings-inference

endpoints_compatible

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xlm-roberta-sarcasmo-bs16-ep6

This model is a fine-tuned version of xlm-roberta-large on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4425
F1 Macro: 0.9336
F1 Weighted: 0.9369
Accuracy: 0.9372

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: 16
eval_batch_size: 16
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED 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: 6
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	F1 Macro	F1 Weighted	Accuracy
0.3016	1.0	955	0.2454	0.8965	0.9023	0.9034
0.2845	2.0	1910	0.2021	0.9229	0.9265	0.9264
0.1830	3.0	2865	0.2926	0.9170	0.9216	0.9225
0.1165	4.0	3820	0.3813	0.9264	0.9302	0.9306
0.0719	5.0	4775	0.4109	0.9327	0.9362	0.9366
0.0735	6.0	5730	0.4425	0.9336	0.9369	0.9372

Framework versions

Transformers 5.12.1
Pytorch 2.11.0+cu128
Datasets 4.0.0
Tokenizers 0.22.2