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amazon_review_classification

eren23 / amazon_review_classification

Run on huggingface.co
huggingface.co
Total runs: 21
24-hour runs: 1
7-day runs: 5
30-day runs: 13
Model's Last Updated: March 21 2024
text-classification

Introduction of amazon_review_classification

Model Details of amazon_review_classification

amazon_review_classification

This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.3976
  • Accuracy: 0.6732
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: 10
Training results
Training Loss Epoch Step Validation Loss Accuracy
No log 1.0 115 1.0703 0.6732
No log 2.0 230 1.2393 0.6341
No log 3.0 345 1.1084 0.6683
No log 4.0 460 1.1262 0.6829
0.3201 5.0 575 1.3179 0.6732
0.3201 6.0 690 1.3832 0.6585
0.3201 7.0 805 1.2997 0.6683
0.3201 8.0 920 1.3872 0.6634
0.0863 9.0 1035 1.3832 0.6634
0.0863 10.0 1150 1.3976 0.6732
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2
Usage 
from transformers import pipeline

classifier = pipeline("sentiment-analysis", model="eren23/amazon_review_classification")
classifier(text)

Runs of eren23 amazon_review_classification on huggingface.co

21
Total runs
1
24-hour runs
3
3-day runs
5
7-day runs
13
30-day runs

More Information About amazon_review_classification huggingface.co Model

More amazon_review_classification license Visit here:

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

amazon_review_classification huggingface.co

amazon_review_classification huggingface.co is an AI model on huggingface.co that provides amazon_review_classification's model effect (), which can be used instantly with this eren23 amazon_review_classification model. huggingface.co supports a free trial of the amazon_review_classification model, and also provides paid use of the amazon_review_classification. Support call amazon_review_classification model through api, including Node.js, Python, http.

amazon_review_classification huggingface.co Url

https://huggingface.co/eren23/amazon_review_classification

eren23 amazon_review_classification online free

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

eren23 amazon_review_classification online free url in huggingface.co:

https://huggingface.co/eren23/amazon_review_classification

amazon_review_classification install

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

amazon_review_classification install url in huggingface.co:

https://huggingface.co/eren23/amazon_review_classification

Url of amazon_review_classification

amazon_review_classification huggingface.co Url

Provider of amazon_review_classification huggingface.co

eren23
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