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aakarsh-nair/experiment-distill-tree-babylm2024-58M-seq-1

sourceHugging Faceupdated 2y agoView on Hugging Face
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Model Card

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experiment-distill-tree-babylm2024-58M-seq-1

This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 5.1943

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: 0.00025
  • —trainbatchsize: 64
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: cosine
  • —lrschedulerwarmup_steps: 200
  • —num_epochs: 10
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
8.531.020658.9592
6.56362.041306.9316
6.01343.061956.3153
5.7184.082605.9170
5.37285.0103255.7022
5.29756.0123905.4895
5.06617.0144555.3451
5.00058.0165205.2530
4.889.0185855.2067
4.947810.0206505.1943

Framework versions

  • —Transformers 4.45.0.dev0
  • —Pytorch 2.4.0+cu121
  • —Tokenizers 0.19.1