adriansanz / intent_analysis_3labels_v1

huggingface.co
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Model's Last Updated: November 18 2024
text-classification

Introduction of intent_analysis_3labels_v1

Model Details of intent_analysis_3labels_v1

intent_analysis_V1_TOTAL

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

  • Loss: 0.0167
  • Accuracy: 0.9969
  • Precision: 0.9969
  • Recall: 0.9969
  • F1: 0.9969
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: 5e-05
  • train_batch_size: 64
  • eval_batch_size: 64
  • seed: 42
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
No log 1.0 214 0.0432 0.9899 0.9899 0.9899 0.9899
No log 2.0 428 0.0252 0.9952 0.9952 0.9952 0.9952
0.0885 3.0 642 0.0263 0.9956 0.9956 0.9956 0.9956
0.0885 4.0 856 0.0222 0.9962 0.9962 0.9962 0.9962
0.0086 5.0 1070 0.0167 0.9969 0.9969 0.9969 0.9969
Framework versions
  • Transformers 4.46.2
  • Pytorch 2.5.1+cu121
  • Datasets 3.1.0
  • Tokenizers 0.20.3

Runs of adriansanz intent_analysis_3labels_v1 on huggingface.co

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More Information About intent_analysis_3labels_v1 huggingface.co Model

More intent_analysis_3labels_v1 license Visit here:

https://choosealicense.com/licenses/mit

intent_analysis_3labels_v1 huggingface.co

intent_analysis_3labels_v1 huggingface.co is an AI model on huggingface.co that provides intent_analysis_3labels_v1's model effect (), which can be used instantly with this adriansanz intent_analysis_3labels_v1 model. huggingface.co supports a free trial of the intent_analysis_3labels_v1 model, and also provides paid use of the intent_analysis_3labels_v1. Support call intent_analysis_3labels_v1 model through api, including Node.js, Python, http.

intent_analysis_3labels_v1 huggingface.co Url

https://huggingface.co/adriansanz/intent_analysis_3labels_v1

adriansanz intent_analysis_3labels_v1 online free

intent_analysis_3labels_v1 huggingface.co is an online trial and call api platform, which integrates intent_analysis_3labels_v1's modeling effects, including api services, and provides a free online trial of intent_analysis_3labels_v1, you can try intent_analysis_3labels_v1 online for free by clicking the link below.

adriansanz intent_analysis_3labels_v1 online free url in huggingface.co:

https://huggingface.co/adriansanz/intent_analysis_3labels_v1

intent_analysis_3labels_v1 install

intent_analysis_3labels_v1 is an open source model from GitHub that offers a free installation service, and any user can find intent_analysis_3labels_v1 on GitHub to install. At the same time, huggingface.co provides the effect of intent_analysis_3labels_v1 install, users can directly use intent_analysis_3labels_v1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

intent_analysis_3labels_v1 install url in huggingface.co:

https://huggingface.co/adriansanz/intent_analysis_3labels_v1

Url of intent_analysis_3labels_v1

intent_analysis_3labels_v1 huggingface.co Url

Provider of intent_analysis_3labels_v1 huggingface.co

adriansanz
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