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test_classifier

michelleli99 / test_classifier

Run on huggingface.co
huggingface.co
Total runs: 11
24-hour runs: -1
7-day runs: -1
30-day runs: -22
Model's Last Updated: October 25 2022
text-classification

Introduction of test_classifier

Model Details of test_classifier

test_classifier

This model is a fine-tuned version of j-hartmann/emotion-english-distilroberta-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8668
  • Accuracy: 0.7337
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: 5e-05
  • train_batch_size: 16
  • eval_batch_size: 64
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.7506 1.0 587 0.8760 0.7145
0.6506 2.0 1174 0.8192 0.7303
0.5242 3.0 1761 0.8668 0.7337
Framework versions
  • Transformers 4.22.2
  • Pytorch 1.12.1+cu102
  • Datasets 2.5.2
  • Tokenizers 0.12.1

Runs of michelleli99 test_classifier on huggingface.co

11
Total runs
-1
24-hour runs
-1
3-day runs
-1
7-day runs
-22
30-day runs

More Information About test_classifier huggingface.co Model

test_classifier huggingface.co

test_classifier huggingface.co is an AI model on huggingface.co that provides test_classifier's model effect (), which can be used instantly with this michelleli99 test_classifier model. huggingface.co supports a free trial of the test_classifier model, and also provides paid use of the test_classifier. Support call test_classifier model through api, including Node.js, Python, http.

test_classifier huggingface.co Url

https://huggingface.co/michelleli99/test_classifier

michelleli99 test_classifier online free

test_classifier huggingface.co is an online trial and call api platform, which integrates test_classifier's modeling effects, including api services, and provides a free online trial of test_classifier, you can try test_classifier online for free by clicking the link below.

michelleli99 test_classifier online free url in huggingface.co:

https://huggingface.co/michelleli99/test_classifier

test_classifier install

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

test_classifier install url in huggingface.co:

https://huggingface.co/michelleli99/test_classifier

Url of test_classifier

Provider of test_classifier huggingface.co

michelleli99
ORGANIZATIONS
huggingface.co

Other API from michelleli99