aXhyra / irony_trained_final

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 2
30-day runs: -5
Model's Last Updated: December 12 2021
text-classification

Introduction of irony_trained_final

Model Details of irony_trained_final

irony_trained_final

This model is a fine-tuned version of distilbert-base-uncased on the tweet_eval dataset. It achieves the following results on the evaluation set:

  • Loss: 1.4770
  • F1: 0.6879
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: 4.842398023893579e-05
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 0
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4
Training results
Training Loss Epoch Step Validation Loss F1
0.6852 1.0 716 0.6488 0.6530
0.6263 2.0 1432 0.7647 0.6511
0.4511 3.0 2148 1.2251 0.6764
0.2578 4.0 2864 1.4770 0.6879
Framework versions
  • Transformers 4.12.5
  • Pytorch 1.9.1
  • Datasets 1.16.1
  • Tokenizers 0.10.3

Runs of aXhyra irony_trained_final on huggingface.co

6
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
-5
30-day runs

More Information About irony_trained_final huggingface.co Model

More irony_trained_final license Visit here:

https://choosealicense.com/licenses/apache-2.0

irony_trained_final huggingface.co

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

irony_trained_final huggingface.co Url

https://huggingface.co/aXhyra/irony_trained_final

aXhyra irony_trained_final online free

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

aXhyra irony_trained_final online free url in huggingface.co:

https://huggingface.co/aXhyra/irony_trained_final

irony_trained_final install

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

irony_trained_final install url in huggingface.co:

https://huggingface.co/aXhyra/irony_trained_final

Url of irony_trained_final

irony_trained_final huggingface.co Url

Provider of irony_trained_final huggingface.co

aXhyra
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