Downloads · 30 days
20
11% of all-time downloads
bert-base-cased-cola
andeskyl/bert-base-cased-cola
bert-base-cased-cola is a machine learning model from andeskyl. 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.
This model is a fine-tuned version of bert-base-cased on the GLUE COLA dataset. It achieves the following results on the evaluation set: - Loss: 0.5006 - Matthews Correlation: 0.5778
All-time downloads
190
Public
Parameters
108M
433 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors433 MB · 100%
At a glance
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Sep 24, 2024
- Updated
- Sep 25, 2024
- SHA
- 7310a99c
Base models
Datasets
Model card
From the Hugging Face model README
bert-base-cased-cola
This model is a fine-tuned version of bert-base-cased on the GLUE COLA dataset. It achieves the following results on the evaluation set:
- Loss: 0.5006
- Matthews Correlation: 0.5778
Model description
Please refer to this repository.
Intended uses
This model is for the artifact evaluation of the paper "SHAFT: Secure, Handy, Accurate, and Fast Transformer Inference."
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 64
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Framework versions
- Transformers 4.42.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- bert
- License
- apache-2.0
- Languages
- en
- Created
- Sep 24, 2024
- Updated
- Sep 25, 2024