judithrosell / SciBERT_CRAFT_NER_new

huggingface.co
Total runs: 12
24-hour runs: 1
7-day runs: 2
30-day runs: 9
Model's Last Updated: December 27 2023
token-classification

Introduction of SciBERT_CRAFT_NER_new

Model Details of SciBERT_CRAFT_NER_new

SciBERT_CRAFT_NER_new

This model is a fine-tuned version of allenai/scibert_scivocab_uncased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1199
  • Precision: 0.9743
  • Recall: 0.9761
  • F1: 0.9752
  • Accuracy: 0.9740
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-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.1537 1.0 695 0.1140 0.9707 0.9727 0.9717 0.9704
0.0452 2.0 1390 0.1128 0.9733 0.9750 0.9741 0.9731
0.0185 3.0 2085 0.1199 0.9743 0.9761 0.9752 0.9740
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.0
  • Tokenizers 0.15.0

Runs of judithrosell SciBERT_CRAFT_NER_new on huggingface.co

12
Total runs
1
24-hour runs
1
3-day runs
2
7-day runs
9
30-day runs

More Information About SciBERT_CRAFT_NER_new huggingface.co Model

SciBERT_CRAFT_NER_new huggingface.co

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

SciBERT_CRAFT_NER_new huggingface.co Url

https://huggingface.co/judithrosell/SciBERT_CRAFT_NER_new

judithrosell SciBERT_CRAFT_NER_new online free

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

judithrosell SciBERT_CRAFT_NER_new online free url in huggingface.co:

https://huggingface.co/judithrosell/SciBERT_CRAFT_NER_new

SciBERT_CRAFT_NER_new install

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

SciBERT_CRAFT_NER_new install url in huggingface.co:

https://huggingface.co/judithrosell/SciBERT_CRAFT_NER_new

Url of SciBERT_CRAFT_NER_new

SciBERT_CRAFT_NER_new huggingface.co Url

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judithrosell
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