luigisaetta / haspeech_ita

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 1
30-day runs: -1
Model's Last Updated: November 28 2023
text-classification

Introduction of haspeech_ita

Model Details of haspeech_ita

haspeech_ita

This model is a fine-tuned version of MilaNLProc/hate-ita-xlm-r-large on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0250
  • F1 Macro: 0.9966
  • Accuracy: 0.9973
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: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • 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 F1 Macro Accuracy
0.4001 0.48 100 0.1722 0.9198 0.9377
0.1669 0.96 200 0.0355 0.9865 0.9892
0.0824 1.44 300 0.0839 0.9864 0.9892
0.0672 1.92 400 0.0277 0.9933 0.9946
0.0761 2.4 500 0.0483 0.9933 0.9946
0.0413 2.88 600 0.0250 0.9966 0.9973
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.0.1
  • Datasets 2.15.0
  • Tokenizers 0.15.0

Runs of luigisaetta haspeech_ita on huggingface.co

9
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
-1
30-day runs

More Information About haspeech_ita huggingface.co Model

More haspeech_ita license Visit here:

https://choosealicense.com/licenses/gpl-3.0

haspeech_ita huggingface.co

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

luigisaetta haspeech_ita online free

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

luigisaetta haspeech_ita online free url in huggingface.co:

https://huggingface.co/luigisaetta/haspeech_ita

haspeech_ita install

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

haspeech_ita install url in huggingface.co:

https://huggingface.co/luigisaetta/haspeech_ita

Url of haspeech_ita

Provider of haspeech_ita huggingface.co

luigisaetta
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