Hugging Face's logo

Alireza1044
/
albert-base-v2-cola

Text Classification
Transformers
PyTorch
TensorBoard
English
albert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
4
albert-base-v2-cola / README.md
librarian-bot's picture
librarian-bot
Librarian Bot: Update Hugging Face dataset ID
8d1638b verified
preview code
|
raw
history blame
1.43 kB
metadata
language:
  - en
license: apache-2.0
tags:
  - generated_from_trainer
datasets:
  - nyu-mll/glue
metrics:
  - matthews_correlation
model_index:
  - name: cola
    results:
      - task:
          name: Text Classification
          type: text-classification
        dataset:
          name: GLUE COLA
          type: glue
          args: cola
        metric:
          name: Matthews Correlation
          type: matthews_correlation
          value: 0.5494768667363472

cola

This model is a fine-tuned version of albert-base-v2 on the GLUE COLA dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7552
  • Matthews Correlation: 0.5495

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: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4.0

Training results

Framework versions

  • Transformers 4.9.0
  • Pytorch 1.9.0+cu102
  • Datasets 1.10.2
  • Tokenizers 0.10.3