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iulik-pisik/vreme_horoscop_base

sourceHugging Faceupdated 2y agoView on Hugging Face
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Vreme Model base - finetuned on horoscope

This model is a fine-tuned version of iulik-pisik/vreme_model_base on the Horoscop Neti Sandu dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3471
  • Wer: 17.6685

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: 1e-05
  • trainbatchsize: 16
  • evalbatchsize: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • lrschedulerwarmup_steps: 500
  • training_steps: 4000
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.01119.7110000.299118.3986
0.00119.4220000.329817.9119
0.000629.1330000.342217.4252
0.000538.8340000.347117.6685

Framework versions

  • Transformers 4.39.1
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2