JamesLemo / mdeberta-product-ner-expanded

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: 0
30-day runs: -65
Model's Last Updated: March 21 2026
token-classification

Introduction of mdeberta-product-ner-expanded

Model Details of mdeberta-product-ner-expanded

mdeberta-product-ner-expanded

This model is a fine-tuned version of microsoft/mdeberta-v3-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0192
  • Precision: 0.9824
  • Recall: 0.9908
  • F1: 0.9866
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: 5e-06
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 0.2
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1
0.0561 1.0 1327 0.0410 0.9025 0.9395 0.9206
0.0431 2.0 2654 0.0261 0.9573 0.9748 0.9660
0.0215 3.0 3981 0.0216 0.9762 0.9872 0.9817
0.0271 4.0 5308 0.0185 0.9800 0.9908 0.9854
0.0384 5.0 6635 0.0192 0.9824 0.9908 0.9866
Framework versions
  • Transformers 5.0.0
  • Pytorch 2.10.0+cu128
  • Datasets 4.0.0
  • Tokenizers 0.22.2

Runs of JamesLemo mdeberta-product-ner-expanded on huggingface.co

4
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
-65
30-day runs

More Information About mdeberta-product-ner-expanded huggingface.co Model

More mdeberta-product-ner-expanded license Visit here:

https://choosealicense.com/licenses/mit

mdeberta-product-ner-expanded huggingface.co

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

mdeberta-product-ner-expanded huggingface.co Url

https://huggingface.co/JamesLemo/mdeberta-product-ner-expanded

JamesLemo mdeberta-product-ner-expanded online free

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

JamesLemo mdeberta-product-ner-expanded online free url in huggingface.co:

https://huggingface.co/JamesLemo/mdeberta-product-ner-expanded

mdeberta-product-ner-expanded install

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

mdeberta-product-ner-expanded install url in huggingface.co:

https://huggingface.co/JamesLemo/mdeberta-product-ner-expanded

Url of mdeberta-product-ner-expanded

mdeberta-product-ner-expanded huggingface.co Url

Provider of mdeberta-product-ner-expanded huggingface.co

JamesLemo
ORGANIZATIONS

Other API from JamesLemo