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htermotto/albert-base-v2-finetuned-squad-seed-1024

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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albert-base-v2-finetuned-squad-seed-1024

This model is a fine-tuned version of albert-base-v2 on the squad_v2 dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.9736

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: 2e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3

Training results

Training LossEpochStepValidation Loss
0.86311.082480.8434
0.62182.0164960.8565
0.43663.0247440.9736

Framework versions

  • —Transformers 4.24.0
  • —Pytorch 1.12.1+cu113
  • —Datasets 2.7.0
  • —Tokenizers 0.13.2