domenicrosati / deberta-v3-xsmall-beavertails-harmful-qa-classifier

huggingface.co
Total runs: 1.2K
24-hour runs: 0
7-day runs: 264
30-day runs: 1.0K
Model's Last Updated: April 22 2024
text-classification

Introduction of deberta-v3-xsmall-beavertails-harmful-qa-classifier

Model Details of deberta-v3-xsmall-beavertails-harmful-qa-classifier

deberta-v3-xsmall-beavertails-harmful-qa-classifier

This model is a fine-tuned version of microsoft/deberta-v3-xsmall on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3043
  • Accuracy: 0.8716
  • Macro F1: 0.8716
  • Macro Precision: 0.8738
  • Macro Recall: 0.8736
  • Micro F1: 0.8716
  • Micro Precision: 0.8716
  • Micro Recall: 0.8716
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: 6e-06
  • train_batch_size: 128
  • eval_batch_size: 128
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 1000
  • num_epochs: 4
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy Macro F1 Macro Precision Macro Recall Micro F1 Micro Precision Micro Recall
0.3726 1.0 2349 0.3409 0.8573 0.8573 0.8581 0.8587 0.8573 0.8573 0.8573
0.3299 2.0 4698 0.3186 0.8669 0.8669 0.8697 0.8692 0.8669 0.8669 0.8669
0.3181 3.0 7047 0.3092 0.8683 0.8682 0.8715 0.8707 0.8683 0.8683 0.8683
0.3064 4.0 9396 0.3043 0.8716 0.8716 0.8738 0.8736 0.8716 0.8716 0.8716
Framework versions
  • Transformers 4.40.0
  • Pytorch 2.2.2+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1

Runs of domenicrosati deberta-v3-xsmall-beavertails-harmful-qa-classifier on huggingface.co

1.2K
Total runs
0
24-hour runs
127
3-day runs
264
7-day runs
1.0K
30-day runs

More Information About deberta-v3-xsmall-beavertails-harmful-qa-classifier huggingface.co Model

More deberta-v3-xsmall-beavertails-harmful-qa-classifier license Visit here:

https://choosealicense.com/licenses/mit

deberta-v3-xsmall-beavertails-harmful-qa-classifier huggingface.co

deberta-v3-xsmall-beavertails-harmful-qa-classifier huggingface.co is an AI model on huggingface.co that provides deberta-v3-xsmall-beavertails-harmful-qa-classifier's model effect (), which can be used instantly with this domenicrosati deberta-v3-xsmall-beavertails-harmful-qa-classifier model. huggingface.co supports a free trial of the deberta-v3-xsmall-beavertails-harmful-qa-classifier model, and also provides paid use of the deberta-v3-xsmall-beavertails-harmful-qa-classifier. Support call deberta-v3-xsmall-beavertails-harmful-qa-classifier model through api, including Node.js, Python, http.

deberta-v3-xsmall-beavertails-harmful-qa-classifier huggingface.co Url

https://huggingface.co/domenicrosati/deberta-v3-xsmall-beavertails-harmful-qa-classifier

domenicrosati deberta-v3-xsmall-beavertails-harmful-qa-classifier online free

deberta-v3-xsmall-beavertails-harmful-qa-classifier huggingface.co is an online trial and call api platform, which integrates deberta-v3-xsmall-beavertails-harmful-qa-classifier's modeling effects, including api services, and provides a free online trial of deberta-v3-xsmall-beavertails-harmful-qa-classifier, you can try deberta-v3-xsmall-beavertails-harmful-qa-classifier online for free by clicking the link below.

domenicrosati deberta-v3-xsmall-beavertails-harmful-qa-classifier online free url in huggingface.co:

https://huggingface.co/domenicrosati/deberta-v3-xsmall-beavertails-harmful-qa-classifier

deberta-v3-xsmall-beavertails-harmful-qa-classifier install

deberta-v3-xsmall-beavertails-harmful-qa-classifier is an open source model from GitHub that offers a free installation service, and any user can find deberta-v3-xsmall-beavertails-harmful-qa-classifier on GitHub to install. At the same time, huggingface.co provides the effect of deberta-v3-xsmall-beavertails-harmful-qa-classifier install, users can directly use deberta-v3-xsmall-beavertails-harmful-qa-classifier installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

deberta-v3-xsmall-beavertails-harmful-qa-classifier install url in huggingface.co:

https://huggingface.co/domenicrosati/deberta-v3-xsmall-beavertails-harmful-qa-classifier

Url of deberta-v3-xsmall-beavertails-harmful-qa-classifier

deberta-v3-xsmall-beavertails-harmful-qa-classifier huggingface.co Url

Provider of deberta-v3-xsmall-beavertails-harmful-qa-classifier huggingface.co

domenicrosati
ORGANIZATIONS

Other API from domenicrosati