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danielbyiringiro/InkubaLM-0.4B-finetuned-hausa_tweet_sentiment

sourceHugging Facecc-by-nc-4.0updated 1y agoView on Hugging Face
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Model Card

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InkubaLM-0.4B-finetuned-hausatweetsentiment

This model is a fine-tuned version of lelapa/InkubaLM-0.4B on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.9999
  • —Accuracy: 0.7467
  • —F1: 0.7470

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
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 3.0

Training results

Training LossEpochStepValidation LossAccuracyF1
0.78641.017720.64360.72100.7228
0.51392.035440.70130.74000.7387
0.31053.053160.99990.74670.7470

Framework versions

  • —Transformers 4.50.3
  • —Pytorch 2.6.0+cu124
  • —Datasets 3.5.0
  • —Tokenizers 0.21.1