valurank / distilbert-allsides

huggingface.co
Total runs: 15
24-hour runs: 1
7-day runs: -12
30-day runs: -6
Model's Last Updated: June 09 2022
text-classification

Introduction of distilbert-allsides

Model Details of distilbert-allsides

distilbert-allsides

This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.9138
  • Acc: 0.7094
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
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 12345
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 16
  • num_epochs: 20
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Acc
0.7667 1.0 822 0.7003 0.6820
0.6893 2.0 1644 0.6619 0.6981
0.6177 3.0 2466 0.6736 0.7064
0.595 4.0 3288 0.6642 0.7091
0.5179 5.0 4110 0.6936 0.7121
0.4698 6.0 4932 0.7670 0.7106
0.463 7.0 5754 0.8537 0.7121
0.4345 8.0 6576 0.9138 0.7094
Framework versions
  • Transformers 4.11.3
  • Pytorch 1.10.1
  • Datasets 1.17.0
  • Tokenizers 0.10.3

Runs of valurank distilbert-allsides on huggingface.co

15
Total runs
1
24-hour runs
-1
3-day runs
-12
7-day runs
-6
30-day runs

More Information About distilbert-allsides huggingface.co Model

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distilbert-allsides huggingface.co

distilbert-allsides huggingface.co is an AI model on huggingface.co that provides distilbert-allsides's model effect (), which can be used instantly with this valurank distilbert-allsides model. huggingface.co supports a free trial of the distilbert-allsides model, and also provides paid use of the distilbert-allsides. Support call distilbert-allsides model through api, including Node.js, Python, http.

distilbert-allsides huggingface.co Url

https://huggingface.co/valurank/distilbert-allsides

valurank distilbert-allsides online free

distilbert-allsides huggingface.co is an online trial and call api platform, which integrates distilbert-allsides's modeling effects, including api services, and provides a free online trial of distilbert-allsides, you can try distilbert-allsides online for free by clicking the link below.

valurank distilbert-allsides online free url in huggingface.co:

https://huggingface.co/valurank/distilbert-allsides

distilbert-allsides install

distilbert-allsides is an open source model from GitHub that offers a free installation service, and any user can find distilbert-allsides on GitHub to install. At the same time, huggingface.co provides the effect of distilbert-allsides install, users can directly use distilbert-allsides installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

distilbert-allsides install url in huggingface.co:

https://huggingface.co/valurank/distilbert-allsides

Url of distilbert-allsides

distilbert-allsides huggingface.co Url

Provider of distilbert-allsides huggingface.co

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