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salbatarni/flan-t5-small-asap_t4_f0_prompt_adherence

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

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flan-t5-small-asapt4f0promptadherence

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: 0.0532
  • —Rouge1: 84.7093
  • —Rouge2: 80.7973
  • —Rougel: 84.7729
  • —Rougelsum: 84.7122
  • —Gen Len: 12.1441

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 log1.02660.073782.020976.90182.103882.049612.0960
0.4032.05320.061283.199878.727883.237983.216312.1582
0.4033.07980.058884.725180.761984.812284.780412.1003
0.07554.010640.054084.392680.394184.462184.415612.1455
0.07555.013300.053284.709380.797384.772984.712212.1441

Framework versions

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