philschmid / gbert-base-germaner

huggingface.co
Total runs: 13
24-hour runs: 0
7-day runs: -3
30-day runs: -3
Model's Last Updated: January 04 2022
token-classification

Introduction of gbert-base-germaner

Model Details of gbert-base-germaner

gbert-base-germaner

This model is a fine-tuned version of deepset/gbert-base on the germaner dataset. It achieves the following results on the evaluation set:

  • precision: 0.8521
  • recall: 0.8754
  • f1: 0.8636
  • accuracy: 0.9761

If you want to learn how to fine-tune BERT yourself using Keras and Tensorflow check out this blog post:

https://www.philschmid.de/huggingface-transformers-keras-tf

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:

  • num_train_epochs: 5
  • train_batch_size: 16
  • eval_batch_size: 32
  • learning_rate: 2e-05
  • weight_decay_rate: 0.01
  • num_warmup_steps: 0
  • fp16: True
Framework versions
  • Transformers 4.14.1
  • Datasets 1.16.1
  • Tokenizers 0.10.3

Runs of philschmid gbert-base-germaner on huggingface.co

13
Total runs
0
24-hour runs
1
3-day runs
-3
7-day runs
-3
30-day runs

More Information About gbert-base-germaner huggingface.co Model

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gbert-base-germaner huggingface.co

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

gbert-base-germaner huggingface.co Url

https://huggingface.co/philschmid/gbert-base-germaner

philschmid gbert-base-germaner online free

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

philschmid gbert-base-germaner online free url in huggingface.co:

https://huggingface.co/philschmid/gbert-base-germaner

gbert-base-germaner install

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

gbert-base-germaner install url in huggingface.co:

https://huggingface.co/philschmid/gbert-base-germaner

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