CoolFace
Modelpublic

NasimB/bnc_spoken-rarity-cut-seed

sourceHugging Facemitupdated 3y agoView on Hugging Face
0likes7downloads
Model Card

<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->

bnc_spoken-rarity-cut-seed

This model is a fine-tuned version of gpt2 on the generator dataset. It achieves the following results on the evaluation set:

  • —Loss: 4.1224

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: 0.0005
  • —trainbatchsize: 64
  • —evalbatchsize: 64
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: cosine
  • —lrschedulerwarmup_steps: 1000
  • —num_epochs: 6
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
6.35140.295005.3501
5.0450.5910004.9290
4.72130.8815004.6893
4.45151.1720004.5504
4.30461.4625004.4356
4.19741.7630004.3392
4.09622.0535004.2626
3.89922.3440004.2172
3.88182.6345004.1666
3.83972.9350004.1141
3.65043.2255004.1101
3.59713.5160004.0814
3.57893.865004.0525
3.48484.170004.0495
3.3264.3975004.0447
3.32244.6880004.0311
3.31334.9785004.0196
3.16395.2790004.0325
3.14335.5695004.0317
3.13915.85100004.0309

Framework versions

  • —Transformers 4.26.1
  • —Pytorch 1.11.0+cu113
  • —Datasets 2.13.0
  • —Tokenizers 0.13.3