RogerB / kinyaRoberta-large-kin-sent1

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 0
30-day runs: 5
Model's Last Updated: October 08 2023
text-classification

Introduction of kinyaRoberta-large-kin-sent1

Model Details of kinyaRoberta-large-kin-sent1

kinyaRoberta-large-kin-sent1

This model is a fine-tuned version of jean-paul/kinyaRoberta-large on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.9478
  • F1: 0.6657
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-06
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 100000
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss F1
0.8956 1.0 1013 0.6814 0.7175
0.7 2.0 2026 0.5596 0.7846
0.6088 3.0 3039 0.5352 0.8064
Framework versions
  • Transformers 4.34.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.5
  • Tokenizers 0.14.1

Runs of RogerB kinyaRoberta-large-kin-sent1 on huggingface.co

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

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kinyaRoberta-large-kin-sent1 install

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