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my_awesome_wnut_model

bobbyw / my_awesome_wnut_model

Run on huggingface.co
huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 2
30-day runs: 0
Model's Last Updated: October 30 2023
token-classification

Introduction of my_awesome_wnut_model

Model Details of my_awesome_wnut_model

my_awesome_wnut_model

This model is a fine-tuned version of distilbert-base-uncased on the wnut_17 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2761
  • Precision: 0.5571
  • Recall: 0.2938
  • F1: 0.3847
  • Accuracy: 0.9410
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: 2
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
No log 1.0 213 0.2889 0.4328 0.1909 0.2650 0.9357
No log 2.0 426 0.2761 0.5571 0.2938 0.3847 0.9410
Framework versions
  • Transformers 4.34.1
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.6
  • Tokenizers 0.14.1

Runs of bobbyw my_awesome_wnut_model on huggingface.co

8
Total runs
0
24-hour runs
3
3-day runs
2
7-day runs
0
30-day runs

More Information About my_awesome_wnut_model huggingface.co Model

More my_awesome_wnut_model license Visit here:

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

my_awesome_wnut_model huggingface.co

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

my_awesome_wnut_model huggingface.co Url

https://huggingface.co/bobbyw/my_awesome_wnut_model

bobbyw my_awesome_wnut_model online free

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

bobbyw my_awesome_wnut_model online free url in huggingface.co:

https://huggingface.co/bobbyw/my_awesome_wnut_model

my_awesome_wnut_model install

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

my_awesome_wnut_model install url in huggingface.co:

https://huggingface.co/bobbyw/my_awesome_wnut_model

Url of my_awesome_wnut_model

my_awesome_wnut_model huggingface.co Url

Provider of my_awesome_wnut_model huggingface.co

bobbyw
ORGANIZATIONS
huggingface.co

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