nbroad / deberta-v3-base-company-names

huggingface.co
Total runs: 19
24-hour runs: -1
7-day runs: -2
30-day runs: -13
Model's Last Updated: July 31 2025
token-classification

Introduction of deberta-v3-base-company-names

Model Details of deberta-v3-base-company-names

deberta-v3-base-company-names

This model is a fine-tuned version of microsoft/deberta-v3-base on the nbroad/company_names dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0693
  • Precision: 0.7740
  • Recall: 0.7963
  • F1: 0.7850
  • Accuracy: 0.9769
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: 8e-05
  • train_batch_size: 48
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 3.0
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.0752 1.0 2126 0.0664 0.7416 0.7979 0.7687 0.9757
0.0484 2.0 4252 0.0652 0.7725 0.7903 0.7813 0.9768
0.0415 3.0 6378 0.0693 0.7740 0.7963 0.7850 0.9769
Framework versions
  • Transformers 4.34.1
  • Pytorch 2.0.1+cu117
  • Datasets 2.16.1
  • Tokenizers 0.14.1

Runs of nbroad deberta-v3-base-company-names on huggingface.co

19
Total runs
-1
24-hour runs
-1
3-day runs
-2
7-day runs
-13
30-day runs

More Information About deberta-v3-base-company-names huggingface.co Model

More deberta-v3-base-company-names license Visit here:

https://choosealicense.com/licenses/mit

deberta-v3-base-company-names huggingface.co

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

deberta-v3-base-company-names huggingface.co Url

https://huggingface.co/nbroad/deberta-v3-base-company-names

nbroad deberta-v3-base-company-names online free

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

nbroad deberta-v3-base-company-names online free url in huggingface.co:

https://huggingface.co/nbroad/deberta-v3-base-company-names

deberta-v3-base-company-names install

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

deberta-v3-base-company-names install url in huggingface.co:

https://huggingface.co/nbroad/deberta-v3-base-company-names

Url of deberta-v3-base-company-names

deberta-v3-base-company-names huggingface.co Url

Provider of deberta-v3-base-company-names huggingface.co

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