philschmid / sagemaker-distilbert-emotion

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: December 05 2022
text-classification

Introduction of sagemaker-distilbert-emotion

Model Details of sagemaker-distilbert-emotion

sagemaker-distilbert-emotion

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

  • Loss: 0.2468
  • Accuracy: 0.9185
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: 64
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 1
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.9175 1.0 500 0.2468 0.9185
Framework versions
  • Transformers 4.12.3
  • Pytorch 1.9.1
  • Datasets 1.15.1
  • Tokenizers 0.10.3

Runs of philschmid sagemaker-distilbert-emotion on huggingface.co

9
Total runs
0
24-hour runs
2
3-day runs
0
7-day runs
0
30-day runs

More Information About sagemaker-distilbert-emotion huggingface.co Model

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sagemaker-distilbert-emotion huggingface.co

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

sagemaker-distilbert-emotion huggingface.co Url

https://huggingface.co/philschmid/sagemaker-distilbert-emotion

philschmid sagemaker-distilbert-emotion online free

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

philschmid sagemaker-distilbert-emotion online free url in huggingface.co:

https://huggingface.co/philschmid/sagemaker-distilbert-emotion

sagemaker-distilbert-emotion install

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

sagemaker-distilbert-emotion install url in huggingface.co:

https://huggingface.co/philschmid/sagemaker-distilbert-emotion

Url of sagemaker-distilbert-emotion

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