judithrosell / scibert-ft-ner

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: -1
30-day runs: 0
Model's Last Updated: October 10 2023
token-classification

Introduction of scibert-ft-ner

Model Details of scibert-ft-ner

judithrosell/scibert-ft-ner

This model is a fine-tuned version of allenai/scibert_scivocab_uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • Train Loss: 0.0543
  • Validation Loss: 0.2919
  • Epoch: 4
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:

  • optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 23335, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
  • training_precision: mixed_float16
Training results
Train Loss Validation Loss Epoch
0.3068 0.2466 0
0.1523 0.2540 1
0.1035 0.2643 2
0.0728 0.2701 3
0.0543 0.2919 4
Framework versions
  • Transformers 4.34.0
  • TensorFlow 2.13.0
  • Datasets 2.14.5
  • Tokenizers 0.14.1

Runs of judithrosell scibert-ft-ner on huggingface.co

4
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
0
30-day runs

More Information About scibert-ft-ner huggingface.co Model

scibert-ft-ner huggingface.co

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

judithrosell scibert-ft-ner online free

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

judithrosell scibert-ft-ner online free url in huggingface.co:

https://huggingface.co/judithrosell/scibert-ft-ner

scibert-ft-ner install

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

scibert-ft-ner install url in huggingface.co:

https://huggingface.co/judithrosell/scibert-ft-ner

Url of scibert-ft-ner

Provider of scibert-ft-ner huggingface.co

judithrosell
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