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salbatarni/flan-t5-small-asap_t3_f3_prompt_adherence

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

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flan-t5-small-asapt3f3promptadherence

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: 0.0646
  • —Rouge1: 81.612
  • —Rouge2: 76.5567
  • —Rougel: 81.6114
  • —Rougelsum: 81.6406
  • —Gen Len: 12.0551

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 log1.02590.079280.000774.634279.973279.958712.0304
0.40022.05180.063581.564176.584681.544881.569812.0551
0.40023.07770.060982.090977.226782.097782.112212.0551
0.07154.010360.065881.559176.485181.55281.576112.0580
0.07155.012950.064681.61276.556781.611481.640612.0551

Framework versions

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