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token-classification-llmlingua2-xlm-roberta-bctn-1178_sample-5_epoch_best_data – AI Model by qminh369 | AlphaNeural AI
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token-classification-llmlingua2-xlm-roberta-bctn-1178_sample-5_epoch_best_data
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transformers
tensorboard
safetensors
xlm-roberta
token-classification
generated_from_trainer
FacebookAI/xlm-roberta-large
finetune
mit
autotrain_compatible
endpoints_compatible
us
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token-classification-llmlingua2-xlm-roberta-bctn-1178_sample-5_epoch_best_data
This model is a fine-tuned version of
FacebookAI/xlm-roberta-large
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.2263
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: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 16
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
No log
0.99
73
0.2410
No log
2.0
147
0.2330
No log
2.99
220
0.2292
No log
3.99
294
0.2270
No log
4.96
365
0.2263
Framework versions
Transformers 4.39.0.dev0
Pytorch 2.2.1+cu118
Datasets 2.18.0
Tokenizers 0.15.2
