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qurratulain033/airoboros_model_trained_on_reduced_data

sourceHugging Faceupdated 2y agoView on Hugging Face
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airoborosmodeltrainedonreduced_data

This model is a fine-tuned version of alldaypa/autotrain-nyc_airbnb-71855138766 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 3.2659
  • Rouge1: 0.114
  • Rouge2: 0.0099
  • Rougel: 0.0882
  • Rougelsum: 0.0876
  • Generated Length: 19.0

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: 16
  • evalbatchsize: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 3
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsumGenerated Length
No log1.063.32350.10220.01060.08230.081919.0
No log2.0123.27940.11210.01090.08920.088519.0
No log3.0183.26590.1140.00990.08820.087619.0

Framework versions

  • Transformers 4.44.2
  • Pytorch 2.4.1+cu121
  • Datasets 3.0.1
  • Tokenizers 0.19.1