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deberta-v3-large_v3_relationships

bobbyw / deberta-v3-large_v3_relationships

Run on huggingface.co
huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: -1
30-day runs: -8
Model's Last Updated: June 22 2024
text-classification

Introduction of deberta-v3-large_v3_relationships

Model Details of deberta-v3-large_v3_relationships

deberta-v3-large_v3_relationships

This model is a fine-tuned version of bobbyw/deberta-v3-large_v3_relationships on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0124
  • Accuracy: 0.0038
  • F1: 0.0038
  • Precision: 0.0019
  • Recall: 0.4242
  • Learning Rate: 0.002
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-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: constant
  • num_epochs: 8
Training results
Training Loss Epoch Step Validation Loss Accuracy F1 Precision Recall Rate
No log 1.0 382 0.0109 0.0027 0.0046 0.0023 0.5152 0.002
0.0043 2.0 764 0.0106 0.0026 0.0046 0.0023 0.5152 0.002
0.0041 3.0 1146 0.0115 0.0028 0.0051 0.0026 0.5758 0.002
0.004 4.0 1528 0.0132 0.0031 0.0048 0.0024 0.5455 0.002
0.004 5.0 1910 0.0140 0.0032 0.0046 0.0023 0.5152 0.002
0.0043 6.0 2292 0.0116 0.0032 0.0046 0.0023 0.5152 0.002
0.0044 7.0 2674 0.0129 0.0027 0.0043 0.0022 0.4848 0.002
0.0038 8.0 3056 0.0124 0.0038 0.0038 0.0019 0.4242 0.002
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_v3_relationships on huggingface.co

6
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
-8
30-day runs

More Information About deberta-v3-large_v3_relationships huggingface.co Model

More deberta-v3-large_v3_relationships license Visit here:

https://choosealicense.com/licenses/mit

deberta-v3-large_v3_relationships huggingface.co

deberta-v3-large_v3_relationships huggingface.co is an AI model on huggingface.co that provides deberta-v3-large_v3_relationships's model effect (), which can be used instantly with this bobbyw deberta-v3-large_v3_relationships model. huggingface.co supports a free trial of the deberta-v3-large_v3_relationships model, and also provides paid use of the deberta-v3-large_v3_relationships. Support call deberta-v3-large_v3_relationships model through api, including Node.js, Python, http.

deberta-v3-large_v3_relationships huggingface.co Url

https://huggingface.co/bobbyw/deberta-v3-large_v3_relationships

bobbyw deberta-v3-large_v3_relationships online free

deberta-v3-large_v3_relationships huggingface.co is an online trial and call api platform, which integrates deberta-v3-large_v3_relationships's modeling effects, including api services, and provides a free online trial of deberta-v3-large_v3_relationships, you can try deberta-v3-large_v3_relationships online for free by clicking the link below.

bobbyw deberta-v3-large_v3_relationships online free url in huggingface.co:

https://huggingface.co/bobbyw/deberta-v3-large_v3_relationships

deberta-v3-large_v3_relationships install

deberta-v3-large_v3_relationships is an open source model from GitHub that offers a free installation service, and any user can find deberta-v3-large_v3_relationships on GitHub to install. At the same time, huggingface.co provides the effect of deberta-v3-large_v3_relationships install, users can directly use deberta-v3-large_v3_relationships installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

deberta-v3-large_v3_relationships install url in huggingface.co:

https://huggingface.co/bobbyw/deberta-v3-large_v3_relationships

Url of deberta-v3-large_v3_relationships

deberta-v3-large_v3_relationships huggingface.co Url

Provider of deberta-v3-large_v3_relationships huggingface.co

bobbyw
ORGANIZATIONS
huggingface.co

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