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Roberta_peft_model – AI Model by Tech-oriented | AlphaNeural AI | AlphaNeural AI
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Roberta_peft_model
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peft
tensorboard
safetensors
roberta
generated_from_trainer
FacebookAI/roberta-base
adapter
mit
us
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Roberta_peft_model
This model is a fine-tuned version of
roberta-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.2104
Accuracy: 0.9323
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: 0.0001406585318528703
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.2255
1.0
4210
0.2104
0.9323
Framework versions
PEFT 0.9.0
Transformers 4.38.2
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2
