TehranNLP-org / bert-large-hateXplain

huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: 1
30-day runs: -1
Model's Last Updated: May 04 2022
text-classification

Introduction of bert-large-hateXplain

Model Details of bert-large-hateXplain

SEED0042

This model is a fine-tuned version of bert-large-uncased on the HATEXPLAIN dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7731
  • Accuracy: 0.4079
  • Accuracy 0: 0.8027
  • Accuracy 1: 0.1869
  • Accuracy 2: 0.2956
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: 1
  • eval_batch_size: 1
  • seed: 42
  • distributed_type: not_parallel
  • gradient_accumulation_steps: 32
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 150
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Accuracy Accuracy 0 Accuracy 1 Accuracy 2
No log 1.0 480 0.8029 0.4235 0.7589 0.0461 0.5985
No log 2.0 960 0.7574 0.4011 0.7470 0.1831 0.3376
No log 3.0 1440 0.7731 0.4079 0.8027 0.1869 0.2956
Framework versions
  • Transformers 4.17.0
  • Pytorch 1.10.0+cu113
  • Datasets 2.1.0
  • Tokenizers 0.11.6

Runs of TehranNLP-org bert-large-hateXplain on huggingface.co

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

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

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

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