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vineetsharma/databricks-dolly-15k-pythia-70m-deduped-v1

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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databricks-dolly-15k-pythia-70m-deduped-v1

This model is a fine-tuned version of EleutherAI/pythia-70m-deduped on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 4.3063

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: 0.001
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 10

Training results

Training LossEpochStepValidation Loss
5.86561.015014.6547
4.6092.030024.4454
4.17063.045034.3141
3.81244.060044.3063
3.49255.075054.3213
3.19276.090064.3806
2.92577.0105074.4425
2.68388.0120084.5654
2.46199.0135094.7032
2.282610.0150104.8537

Framework versions

  • —Transformers 4.33.3
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.14.5
  • —Tokenizers 0.13.3