Team Ai
Modelpublic

muhtasham/tiny-mlm-tweet_eval-from-scratch-custom-tokenizer

sourceHugging Faceupdated 4y agoView on Hugging Face
0likes36downloads
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. -->

tiny-mlm-tweet_eval-from-scratch-custom-tokenizer

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: 8.3267

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: 3e-05
  • —trainbatchsize: 32
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: constant
  • —training_steps: 5000

Training results

Training LossEpochStepValidation Loss
8.97551.235008.5769
7.87882.4510008.2551
7.4693.6815008.2554
7.27494.920008.1596
7.15746.1325008.1845
7.18017.3530008.2750
7.08218.5835008.3267

Framework versions

  • —Transformers 4.26.0.dev0
  • —Pytorch 1.13.1+cu116
  • —Datasets 2.8.1.dev0
  • —Tokenizers 0.13.2