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heloisy/zephyr-7b-cosmosqa-ptbr_text

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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zephyr-7b-cosmosqa-ptbr_text

This model is a fine-tuned version of HuggingFaceH4/zephyr-7b-beta on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.0951

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: 4e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 32
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 100
  • —training_steps: 1000

Training results

Training LossEpochStepValidation Loss
1.49030.131001.1563
1.14530.252001.1254
1.11920.383001.1149
1.1090.514001.1045
1.09270.635001.1003
1.08830.766001.0971
1.0770.897001.0955
1.06941.018001.0934
1.03771.149001.0958
1.031.2710001.0951

Framework versions

  • —PEFT 0.7.1.dev0
  • —Transformers 4.36.0.dev0
  • —Pytorch 2.0.1+cu117
  • —Datasets 2.14.7
  • —Tokenizers 0.15.0