vineetsharma / customer-support-intent-albert

huggingface.co
Total runs: 25
24-hour runs: 0
7-day runs: 3
30-day runs: 5
Model's Last Updated: December 14 2023
text-classification

Introduction of customer-support-intent-albert

Model Details of customer-support-intent-albert

customer-support-intent-albert

This model is a fine-tuned version of albert-base-v2 for intent classification on the bitext/Bitext-customer-support-llm-chatbot-training-dataset dataset.

It achieves the following results on the evaluation set:

  • Loss: 0.0154
  • Accuracy: 0.9988
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: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Accuracy
1.1993 1.0 409 0.0969 0.9927
0.0304 2.0 818 0.0247 0.9951
0.0087 3.0 1227 0.0169 0.9963
Framework versions
  • Transformers 4.33.1
  • Pytorch 2.0.1
  • Datasets 2.14.5
  • Tokenizers 0.13.3

Runs of vineetsharma customer-support-intent-albert on huggingface.co

25
Total runs
0
24-hour runs
6
3-day runs
3
7-day runs
5
30-day runs

More Information About customer-support-intent-albert huggingface.co Model

More customer-support-intent-albert license Visit here:

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

customer-support-intent-albert huggingface.co

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

customer-support-intent-albert huggingface.co Url

https://huggingface.co/vineetsharma/customer-support-intent-albert

vineetsharma customer-support-intent-albert online free

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

vineetsharma customer-support-intent-albert online free url in huggingface.co:

https://huggingface.co/vineetsharma/customer-support-intent-albert

customer-support-intent-albert install

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

customer-support-intent-albert install url in huggingface.co:

https://huggingface.co/vineetsharma/customer-support-intent-albert

Url of customer-support-intent-albert

customer-support-intent-albert huggingface.co Url

Provider of customer-support-intent-albert huggingface.co

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