gokuls / hbertv2-emotion_48

huggingface.co
Total runs: 15
24-hour runs: 0
7-day runs: 0
30-day runs: 10
Model's Last Updated: June 21 2023
text-classification

Introduction of hbertv2-emotion_48

Model Details of hbertv2-emotion_48

hbertv2-emotion_48

This model is a fine-tuned version of gokuls/bert_12_layer_model_v2_complete_training_new_48 on the emotion dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3617
  • Accuracy: 0.8955
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: 33
  • distributed_type: multi-GPU
  • 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
1.3078 1.0 250 1.0127 0.613
0.6832 2.0 500 0.5913 0.81
0.4602 3.0 750 0.4422 0.876
0.3479 4.0 1000 0.5042 0.8575
0.2844 5.0 1250 0.3738 0.8825
0.2439 6.0 1500 0.3575 0.886
0.2029 7.0 1750 0.3617 0.8955
0.1675 8.0 2000 0.3826 0.887
0.1387 9.0 2250 0.3930 0.8875
0.1134 10.0 2500 0.4199 0.894
Framework versions
  • Transformers 4.30.2
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.13.0
  • Tokenizers 0.13.3

Runs of gokuls hbertv2-emotion_48 on huggingface.co

15
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
10
30-day runs

More Information About hbertv2-emotion_48 huggingface.co Model

hbertv2-emotion_48 huggingface.co

hbertv2-emotion_48 huggingface.co is an AI model on huggingface.co that provides hbertv2-emotion_48's model effect (), which can be used instantly with this gokuls hbertv2-emotion_48 model. huggingface.co supports a free trial of the hbertv2-emotion_48 model, and also provides paid use of the hbertv2-emotion_48. Support call hbertv2-emotion_48 model through api, including Node.js, Python, http.

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https://huggingface.co/gokuls/hbertv2-emotion_48

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hbertv2-emotion_48 huggingface.co is an online trial and call api platform, which integrates hbertv2-emotion_48's modeling effects, including api services, and provides a free online trial of hbertv2-emotion_48, you can try hbertv2-emotion_48 online for free by clicking the link below.

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https://huggingface.co/gokuls/hbertv2-emotion_48

hbertv2-emotion_48 install

hbertv2-emotion_48 is an open source model from GitHub that offers a free installation service, and any user can find hbertv2-emotion_48 on GitHub to install. At the same time, huggingface.co provides the effect of hbertv2-emotion_48 install, users can directly use hbertv2-emotion_48 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

hbertv2-emotion_48 install url in huggingface.co:

https://huggingface.co/gokuls/hbertv2-emotion_48

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huggingface.co

Total runs: 19
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Updated:March 02 2023
huggingface.co

Total runs: 15
Run Growth: 6
Growth Rate: 40.00%
Updated:March 02 2023