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deberta-v3-large_relationships_v3.1

bobbyw / deberta-v3-large_relationships_v3.1

Run on huggingface.co
huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: 0
30-day runs: 1
Model's Last Updated: June 26 2024
text-classification

Introduction of deberta-v3-large_relationships_v3.1

Model Details of deberta-v3-large_relationships_v3.1

deberta-v3-large_relationships_v3.1

This model is a fine-tuned version of bobbyw/deberta-v3-large_relationships_v3.1 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0082
  • Accuracy: 0.0021
  • F1: 0.0038
  • Precision: 0.0019
  • Recall: 0.6875
  • Learning Rate: 0.0
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: 1e-06
  • train_batch_size: 3
  • eval_batch_size: 3
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 8
Training results
Training Loss Epoch Step Validation Loss Accuracy F1 Precision Recall Rate
0.0026 1.0 947 0.0073 0.0021 0.0038 0.0019 0.6875 0.0009
0.0028 2.0 1894 0.0081 0.0023 0.0031 0.0016 0.5625 0.0008
0.0025 3.0 2841 0.0089 0.0021 0.0038 0.0019 0.6875 0.0006
0.0024 4.0 3788 0.0079 0.0021 0.0038 0.0019 0.6875 0.0005
0.0023 5.0 4735 0.0085 0.0023 0.0038 0.0019 0.6875 0.0004
0.0022 6.0 5682 0.0084 0.0021 0.0038 0.0019 0.6875 0.0003
0.0023 7.0 6629 0.0082 0.0023 0.0038 0.0019 0.6875 0.0001
0.0021 8.0 7576 0.0082 0.0021 0.0038 0.0019 0.6875 0.0
Framework versions
  • Transformers 4.41.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of bobbyw deberta-v3-large_relationships_v3.1 on huggingface.co

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

More Information About deberta-v3-large_relationships_v3.1 huggingface.co Model

deberta-v3-large_relationships_v3.1 huggingface.co

deberta-v3-large_relationships_v3.1 huggingface.co is an AI model on huggingface.co that provides deberta-v3-large_relationships_v3.1's model effect (), which can be used instantly with this bobbyw deberta-v3-large_relationships_v3.1 model. huggingface.co supports a free trial of the deberta-v3-large_relationships_v3.1 model, and also provides paid use of the deberta-v3-large_relationships_v3.1. Support call deberta-v3-large_relationships_v3.1 model through api, including Node.js, Python, http.

deberta-v3-large_relationships_v3.1 huggingface.co Url

https://huggingface.co/bobbyw/deberta-v3-large_relationships_v3.1

bobbyw deberta-v3-large_relationships_v3.1 online free

deberta-v3-large_relationships_v3.1 huggingface.co is an online trial and call api platform, which integrates deberta-v3-large_relationships_v3.1's modeling effects, including api services, and provides a free online trial of deberta-v3-large_relationships_v3.1, you can try deberta-v3-large_relationships_v3.1 online for free by clicking the link below.

bobbyw deberta-v3-large_relationships_v3.1 online free url in huggingface.co:

https://huggingface.co/bobbyw/deberta-v3-large_relationships_v3.1

deberta-v3-large_relationships_v3.1 install

deberta-v3-large_relationships_v3.1 is an open source model from GitHub that offers a free installation service, and any user can find deberta-v3-large_relationships_v3.1 on GitHub to install. At the same time, huggingface.co provides the effect of deberta-v3-large_relationships_v3.1 install, users can directly use deberta-v3-large_relationships_v3.1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

deberta-v3-large_relationships_v3.1 install url in huggingface.co:

https://huggingface.co/bobbyw/deberta-v3-large_relationships_v3.1

Url of deberta-v3-large_relationships_v3.1

deberta-v3-large_relationships_v3.1 huggingface.co Url

Provider of deberta-v3-large_relationships_v3.1 huggingface.co

bobbyw
ORGANIZATIONS
huggingface.co

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