grace-pro / xlmr-finetuned-igbo

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 2
30-day runs: -5
Model's Last Updated: July 13 2023
token-classification

Introduction of xlmr-finetuned-igbo

Model Details of xlmr-finetuned-igbo

xlmr-finetuned-igbo

This model is a fine-tuned version of xlm-roberta-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2323
  • Precision: 0.7134
  • Recall: 0.4641
  • F1: 0.5623
  • Accuracy: 0.9188
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: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.284 1.0 1257 0.2690 0.7177 0.2740 0.3966 0.9019
0.2383 2.0 2514 0.2597 0.7436 0.3418 0.4683 0.9101
0.2108 3.0 3771 0.2241 0.7097 0.4378 0.5416 0.9161
0.1925 4.0 5028 0.2323 0.7274 0.4343 0.5439 0.9173
0.1774 5.0 6285 0.2323 0.7134 0.4641 0.5623 0.9188
Framework versions
  • Transformers 4.30.2
  • Pytorch 2.0.1+cu118
  • Datasets 2.13.1
  • Tokenizers 0.13.3

Runs of grace-pro xlmr-finetuned-igbo on huggingface.co

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

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

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xlmr-finetuned-igbo install

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