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fudnet

alistvt / fudnet

Run on huggingface.co
huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: -1
30-day runs: -3
Model's Last Updated: September 13 2022
text-classification

Introduction of fudnet

Model Details of fudnet

fudnet

This model is a fine-tuned version of setu4993/LaBSE on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1370
  • Accuracy: 0.9537
Model description

FUDNet is for Follow-Up Detector Net. This model takes two consequtive questions of a multidoc2dial question answering conversation and determines whether those two questions are from the same documents or not.

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: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 50
  • num_epochs: 2
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.1946 1.0 732 0.1493 0.9453
0.0945 2.0 1464 0.1370 0.9537
Framework versions
  • Transformers 4.17.0
  • Pytorch 1.12.1+cu113
  • Datasets 2.0.0
  • Tokenizers 0.12.1

Runs of alistvt fudnet on huggingface.co

5
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
-3
30-day runs

More Information About fudnet huggingface.co Model

More fudnet license Visit here:

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

fudnet huggingface.co

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

fudnet huggingface.co Url

https://huggingface.co/alistvt/fudnet

alistvt fudnet online free

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

alistvt fudnet online free url in huggingface.co:

https://huggingface.co/alistvt/fudnet

fudnet install

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

fudnet install url in huggingface.co:

https://huggingface.co/alistvt/fudnet

Url of fudnet

fudnet huggingface.co Url

Provider of fudnet huggingface.co

alistvt
ORGANIZATIONS
huggingface.co

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