CoolFace
Modelpublic

simecek/DNADebertaK6_Worm

sourceHugging Faceupdated 4y agoView on Hugging Face
0likes40downloads
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. -->

DNADebertaK6_Worm

This model is a fine-tuned version of [](https://huggingface.co/) on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.6161

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: 64
  • —evalbatchsize: 64
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —training_steps: 600001
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
4.56537.26200001.8704
1.866414.53400001.7762
1.780321.79600001.7429
1.750229.06800001.7305
1.732936.321000001.7185
1.719143.591200001.7073
1.706550.851400001.6925
1.694558.121600001.6877
1.686265.381800001.6792
1.678872.652000001.6712
1.672979.912200001.6621
1.667987.182400001.6608
1.663294.442600001.6586
1.6582101.712800001.6585
1.6551108.973000001.6564
1.6507116.243200001.6449
1.6481123.53400001.6460
1.6448130.773600001.6411
1.6425138.033800001.6408
1.6387145.34000001.6358
1.6369152.564200001.6373
1.6337159.834400001.6364
1.6312167.094600001.6303
1.6298174.364800001.6346
1.6273181.625000001.6272
1.6244188.885200001.6268
1.6225196.155400001.6295
1.6207203.415600001.6206
1.6186210.685800001.6277
1.6171217.946000001.6161

Framework versions

  • —Transformers 4.19.2
  • —Pytorch 1.11.0
  • —Datasets 2.2.2
  • —Tokenizers 0.12.1