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paola-md/recipe-lr8e06-wd0.005-bs32

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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recipe-lr8e06-wd0.005-bs32

This model is a fine-tuned version of paola-md/recipe-distilroberta-Is on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.2752
  • —Rmse: 0.5246
  • —Mse: 0.2752
  • —Mae: 0.4184

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: 8e-06
  • —trainbatchsize: 256
  • —evalbatchsize: 256
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 10

Training results

Training LossEpochStepValidation LossRmseMseMae
0.27691.06230.27730.52660.27730.4296
0.27452.012460.27390.52330.27390.4144
0.27333.018690.27520.52460.27520.4215
0.27224.024920.27440.52380.27440.4058
0.27145.031150.27580.52510.27580.4232
0.27056.037380.27520.52460.27520.4184

Framework versions

  • —Transformers 4.19.0.dev0
  • —Pytorch 1.9.0+cu111
  • —Datasets 2.4.0
  • —Tokenizers 0.12.1