Downloads · 30 days
0
distilroberta-base-finetuned-LoRA-RTE
rambodazimi/distilroberta-base-finetuned-LoRA-RTE
distilroberta-base-finetuned-LoRA-RTE 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. --
Access
Public
Updated Sep 7, 2024
Repo size
4.7 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors4.7 MB · 58%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Sep 7, 2024
- Updated
- Sep 7, 2024
- SHA
- 1f109bb6
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. -->
distilroberta-base-finetuned-lora-rte
This model is a fine-tuned version of distilroberta-base on the glue dataset. It achieves the following results on the evaluation set:
- Accuracy: 0.6209
- trainable model parameters: 1181954
- all model parameters: 83301892
- percentage of trainable model parameters: 1.42%
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: 16
- lora_dropout: 0.05
- num_epochs: 4
- License
- apache-2.0
- Created
- Sep 7, 2024
- Updated
- Sep 7, 2024