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roberta-base-finetuned-LoRA-MRPC
rambodazimi/roberta-base-finetuned-LoRA-MRPC
roberta-base-finetuned-LoRA-MRPC is a machine learning model from rambodazimi. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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Public
Updated Aug 31, 2024
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Aug 31, 2024
- Updated
- Aug 31, 2024
- SHA
- 8a659ae2
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
roberta-base-finetuned-lora-mrpc
This model is a fine-tuned version of roberta-base on the glue dataset. It achieves the following results on the evaluation set:
- Accuracy: 0.8505
- F1: 0.8913
- trainable model parameters: 1771778
- all model parameters: 126418948
- percentage of trainable model parameters: 1.40%
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-04
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- weight_decay: 0.01
- rank: 32
- lora_alpha: 32
- lora_dropout: 0.05
- num_epochs: 3
- License
- apache-2.0
- Created
- Aug 31, 2024
- Updated
- Aug 31, 2024