gokuls / tiny-bert-sst2-distilled-model

huggingface.co
Total runs: 49
24-hour runs: 0
7-day runs: 4
30-day runs: 43
Model's Last Updated: June 06 2022
text-classification

Introduction of tiny-bert-sst2-distilled-model

Model Details of tiny-bert-sst2-distilled-model

tiny-bert-sst2-distilled-model

This model is a fine-tuned version of google/bert_uncased_L-2_H-128_A-2 on the glue dataset. It achieves the following results on the evaluation set:

  • Loss: 1.2592
  • Accuracy: 0.8383
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: 6e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 33
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 7
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.5303 1.0 4210 1.2542 0.8222
0.4503 2.0 8420 1.1260 0.8211
0.3689 3.0 12630 1.2325 0.8234
0.3122 4.0 16840 1.2533 0.8337
0.2764 5.0 21050 1.2726 0.8337
0.254 6.0 25260 1.2609 0.8337
0.2358 7.0 29470 1.2592 0.8383
Framework versions
  • Transformers 4.19.2
  • Pytorch 1.10.1+cu113
  • Datasets 1.15.1
  • Tokenizers 0.12.1

Runs of gokuls tiny-bert-sst2-distilled-model on huggingface.co

49
Total runs
0
24-hour runs
2
3-day runs
4
7-day runs
43
30-day runs

More Information About tiny-bert-sst2-distilled-model huggingface.co Model

More tiny-bert-sst2-distilled-model license Visit here:

https://choosealicense.com/licenses/apache-2.0

tiny-bert-sst2-distilled-model huggingface.co

tiny-bert-sst2-distilled-model huggingface.co is an AI model on huggingface.co that provides tiny-bert-sst2-distilled-model's model effect (), which can be used instantly with this gokuls tiny-bert-sst2-distilled-model model. huggingface.co supports a free trial of the tiny-bert-sst2-distilled-model model, and also provides paid use of the tiny-bert-sst2-distilled-model. Support call tiny-bert-sst2-distilled-model model through api, including Node.js, Python, http.

tiny-bert-sst2-distilled-model huggingface.co Url

https://huggingface.co/gokuls/tiny-bert-sst2-distilled-model

gokuls tiny-bert-sst2-distilled-model online free

tiny-bert-sst2-distilled-model huggingface.co is an online trial and call api platform, which integrates tiny-bert-sst2-distilled-model's modeling effects, including api services, and provides a free online trial of tiny-bert-sst2-distilled-model, you can try tiny-bert-sst2-distilled-model online for free by clicking the link below.

gokuls tiny-bert-sst2-distilled-model online free url in huggingface.co:

https://huggingface.co/gokuls/tiny-bert-sst2-distilled-model

tiny-bert-sst2-distilled-model install

tiny-bert-sst2-distilled-model is an open source model from GitHub that offers a free installation service, and any user can find tiny-bert-sst2-distilled-model on GitHub to install. At the same time, huggingface.co provides the effect of tiny-bert-sst2-distilled-model install, users can directly use tiny-bert-sst2-distilled-model installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

tiny-bert-sst2-distilled-model install url in huggingface.co:

https://huggingface.co/gokuls/tiny-bert-sst2-distilled-model

Url of tiny-bert-sst2-distilled-model

tiny-bert-sst2-distilled-model huggingface.co Url

Provider of tiny-bert-sst2-distilled-model huggingface.co

gokuls
ORGANIZATIONS

Other API from gokuls

huggingface.co

Total runs: 107
Run Growth: 98
Growth Rate: 92.45%
Updated:September 25 2022
huggingface.co

Total runs: 21
Run Growth: 18
Growth Rate: 85.71%
Updated:March 02 2023