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mojuss/mmlw-retrieval-roberta-large-ft-1

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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mmlw-retrieval-roberta-large-ft-1

This model is a fine-tuned version of sdadas/mmlw-retrieval-roberta-large on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.3866

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • lrschedulerwarmup_steps: 500
  • num_epochs: 5

Training results

Training LossEpochStepValidation Loss
1.01441.012500.9366
0.47272.025001.0235
0.42623.037501.0955
0.1924.050001.1747
0.07985.062501.3866

Framework versions

  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.1
  • Tokenizers 0.15.0