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MLMTokens_MAL-10epoch-MLMMul – AI Model by Rahul-G | AlphaNeural AI
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Rahul-G
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MLMTokens_MAL-10epoch-MLMMul
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transformers
pytorch
xlm
text-classification
generated_from_trainer
FacebookAI/xlm-mlm-100-1280
finetune
cc-by-nc-4.0
autotrain_compatible
endpoints_compatible
us
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MLMTokens_MAL-10epoch-MLMMul
This model is a fine-tuned version of
xlm-mlm-100-1280
on the None dataset. It achieves the following results on the evaluation set:
Loss: 2.4956
Accuracy: 0.6935
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: 5
eval_batch_size: 5
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
Accuracy
No log
1.0
19
1.4479
0.7097
No log
2.0
38
1.8107
0.5484
No log
3.0
57
2.0599
0.4355
No log
4.0
76
3.2218
0.7097
No log
5.0
95
2.4956
0.6935
Framework versions
Transformers 4.35.0.dev0
Pytorch 1.13.1
Datasets 2.14.5
Tokenizers 0.14.1
