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sustainability_news_roberta-large-mnli_five_epochs – AI Model by arad1367 | AlphaNeural AI
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arad1367
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sustainability_news_roberta-large-mnli_five_epochs
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transformers
safetensors
roberta
text-classification
generated_from_trainer
FacebookAI/roberta-large-mnli
finetune
mit
autotrain_compatible
endpoints_compatible
us
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sustainability_news_roberta-large-mnli_five_epochs
This model is a fine-tuned version of
FacebookAI/roberta-large-mnli
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.0062
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: 1e-05
train_batch_size: 32
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
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
1.1377
1.0
8
0.8662
0.6
0.5866
2.0
16
0.2361
0.9667
0.1393
3.0
24
0.0370
1.0
0.0292
4.0
32
0.0106
1.0
0.0136
5.0
40
0.0062
1.0
Framework versions
Transformers 4.52.0.dev0
Pytorch 2.6.0+cu124
Datasets 3.6.0
Tokenizers 0.21.1
