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scibert-finetuned-ner

siddharthtumre / scibert-finetuned-ner

Run on huggingface.co
huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: -1
30-day runs: -1
Model's Last Updated: August 24 2022
token-classification

Introduction of scibert-finetuned-ner

Model Details of scibert-finetuned-ner

scibert-finetuned-ner

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

  • Loss: 0.4717
  • Precision: 0.6737
  • Recall: 0.7757
  • F1: 0.7211
  • Accuracy: 0.9226
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: 5
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.1608 1.0 2319 0.2431 0.6641 0.7581 0.7080 0.9250
0.103 2.0 4638 0.2916 0.6739 0.7803 0.7232 0.9228
0.0659 3.0 6957 0.3662 0.6796 0.7624 0.7186 0.9233
0.0393 4.0 9276 0.4222 0.6737 0.7771 0.7217 0.9225
0.025 5.0 11595 0.4717 0.6737 0.7757 0.7211 0.9226
Framework versions
  • Transformers 4.21.1
  • Pytorch 1.12.1+cu113
  • Datasets 2.4.0
  • Tokenizers 0.12.1

Runs of siddharthtumre scibert-finetuned-ner on huggingface.co

5
Total runs
0
24-hour runs
1
3-day runs
-1
7-day runs
-1
30-day runs

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

scibert-finetuned-ner huggingface.co

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

scibert-finetuned-ner huggingface.co Url

https://huggingface.co/siddharthtumre/scibert-finetuned-ner

siddharthtumre scibert-finetuned-ner online free

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

siddharthtumre scibert-finetuned-ner online free url in huggingface.co:

https://huggingface.co/siddharthtumre/scibert-finetuned-ner

scibert-finetuned-ner install

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

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

https://huggingface.co/siddharthtumre/scibert-finetuned-ner

Url of scibert-finetuned-ner

scibert-finetuned-ner huggingface.co Url

Provider of scibert-finetuned-ner huggingface.co

siddharthtumre
ORGANIZATIONS
huggingface.co

Other API from siddharthtumre