ivanlau
/

distil-bert-uncased-finetuned-github-issues

Text Classification Transformers PyTorch

distilbert Inference Endpoints

Model card Files Files and versions Community

Edit model card

YAML Metadata Error: "model-index[0].results[0].dataset.type" with value "ticket tagger" fails to match the required pattern: /^(?:[\w-]+\/)?[\w-.]+$/

Model Description

This model is a fine-tuned version of distilbert-base-uncased and fine-tuning it on the github ticket tagger dataset. It classifies issue into 3 common categories: Bug, Enhancement, Questions.

It achieves the following results on the evaluation set:

Accuracy: 0.7862

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 3e-5
train_batch_size: 16
optimizer: AdamW with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 0
num_epochs: 5

Codes

https://github.com/IvanLauLinTiong/IntelliLabel

Downloads last month: 20

Space using ivanlau/distil-bert-uncased-finetuned-github-issues 1

Evaluation results

Model card error

This model's model-index metadata is invalid: Schema validation error. "model-index[0].results[0].dataset.type" with value "ticket tagger" fails to match the required pattern: /^(?:[\w-]+\/)?[\w-.]+$/