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simonosgoode/bloom-560m-finetuned-cdn_law-finetuned-cdn_law_6epochs

sourceHugging Facebigscience-bloom-rail-1.0updated 4y agoView on Hugging Face
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Model Card

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bloom-560m-finetuned-cdnlaw-finetuned-cdnlaw_6epochs

This model is a fine-tuned version of simonosgoode/bloom-560m-finetuned-cdn_law on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.3047

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: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3.0

Training results

Training LossEpochStepValidation Loss
1.66311.082982.0524
1.42652.0165962.1195
1.19033.0248942.3047

Framework versions

  • —Transformers 4.23.1
  • —Pytorch 1.11.0
  • —Datasets 2.6.0
  • —Tokenizers 0.13.1