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salbatarni/flan-t5-small-asap_t5_f2_prompt_adherence

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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flan-t5-small-asapt5f2promptadherence

This model is a fine-tuned version of google/flan-t5-small on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0615
  • —Rouge1: 80.7114
  • —Rouge2: 75.8121
  • —Rougel: 80.7571
  • —Rougelsum: 80.7981
  • —Gen Len: 12.0402

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: 5e-05
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsumGen Len
No log1.02710.096676.549369.703676.531676.531712.0055
0.47372.05420.072479.746374.356679.767679.740312.0319
0.47373.08130.065880.051674.84180.049580.029612.0291
0.08684.010840.061580.562575.596480.588480.583712.0332
0.08685.013550.061580.711475.812180.757180.798112.0402

Framework versions

  • —Transformers 4.38.2
  • —Pytorch 2.1.2
  • —Datasets 2.18.0
  • —Tokenizers 0.15.2