CoolFace
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halo-69/Bloom_3b_squad

sourceHugging Facebigscience-bloom-rail-1.0updated 3y agoView on Hugging Face
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Model Card

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Bloom3bsquad

This model is a fine-tuned version of bigscience/bloom-3b on the squad dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.7859

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: 48
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 50
  • —num_epochs: 10

Training results

Training LossEpochStepValidation Loss
3.00581.016432.7510
2.78012.032862.7497
2.72843.049292.7536
2.70014.065722.7601
2.68115.082152.7669
2.68116.098582.7722
2.66397.0115012.7780
2.64928.0131442.7817
2.64149.0147872.7841
2.635410.0164302.7859

Framework versions

  • —Transformers 4.34.0.dev0
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.14.5
  • —Tokenizers 0.14.0