judithrosell / SciBERT_BIOMAT_NER3

huggingface.co
Total runs: 2
24-hour runs: 0
7-day runs: 0
30-day runs: -1
Model's Last Updated: August 30 2024

Introduction of SciBERT_BIOMAT_NER3

Model Details of SciBERT_BIOMAT_NER3

SciBERT_BIOMAT_NER3

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: 0.4732
  • Precision: 0.4656
  • Recall: 0.7280
  • F1: 0.5679
  • Accuracy: 0.9419
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: 10
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
No log 1.0 422 0.2439 0.4539 0.7049 0.5522 0.9411
0.1714 2.0 844 0.2813 0.4637 0.7322 0.5678 0.9425
0.0492 3.0 1266 0.3348 0.4562 0.7024 0.5531 0.9416
0.023 4.0 1688 0.3503 0.4670 0.7301 0.5696 0.9415
0.0127 5.0 2110 0.3911 0.4788 0.7487 0.5840 0.9430
0.0066 6.0 2532 0.4087 0.4745 0.7334 0.5762 0.9429
0.0066 7.0 2954 0.4228 0.4708 0.7359 0.5742 0.9421
0.0038 8.0 3376 0.4359 0.4657 0.7239 0.5668 0.9422
0.0024 9.0 3798 0.4624 0.4641 0.7251 0.5660 0.9419
0.0015 10.0 4220 0.4732 0.4656 0.7280 0.5679 0.9419
Framework versions
  • Transformers 4.42.4
  • Pytorch 2.4.0+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1

Runs of judithrosell SciBERT_BIOMAT_NER3 on huggingface.co

2
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
-1
30-day runs

More Information About SciBERT_BIOMAT_NER3 huggingface.co Model

SciBERT_BIOMAT_NER3 huggingface.co

SciBERT_BIOMAT_NER3 huggingface.co is an AI model on huggingface.co that provides SciBERT_BIOMAT_NER3's model effect (), which can be used instantly with this judithrosell SciBERT_BIOMAT_NER3 model. huggingface.co supports a free trial of the SciBERT_BIOMAT_NER3 model, and also provides paid use of the SciBERT_BIOMAT_NER3. Support call SciBERT_BIOMAT_NER3 model through api, including Node.js, Python, http.

SciBERT_BIOMAT_NER3 huggingface.co Url

https://huggingface.co/judithrosell/SciBERT_BIOMAT_NER3

judithrosell SciBERT_BIOMAT_NER3 online free

SciBERT_BIOMAT_NER3 huggingface.co is an online trial and call api platform, which integrates SciBERT_BIOMAT_NER3's modeling effects, including api services, and provides a free online trial of SciBERT_BIOMAT_NER3, you can try SciBERT_BIOMAT_NER3 online for free by clicking the link below.

judithrosell SciBERT_BIOMAT_NER3 online free url in huggingface.co:

https://huggingface.co/judithrosell/SciBERT_BIOMAT_NER3

SciBERT_BIOMAT_NER3 install

SciBERT_BIOMAT_NER3 is an open source model from GitHub that offers a free installation service, and any user can find SciBERT_BIOMAT_NER3 on GitHub to install. At the same time, huggingface.co provides the effect of SciBERT_BIOMAT_NER3 install, users can directly use SciBERT_BIOMAT_NER3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

SciBERT_BIOMAT_NER3 install url in huggingface.co:

https://huggingface.co/judithrosell/SciBERT_BIOMAT_NER3

Url of SciBERT_BIOMAT_NER3

SciBERT_BIOMAT_NER3 huggingface.co Url

Provider of SciBERT_BIOMAT_NER3 huggingface.co

judithrosell
ORGANIZATIONS

Other API from judithrosell

huggingface.co

Total runs: 10
Run Growth: 5
Growth Rate: 50.00%
Updated:September 09 2024
huggingface.co

Total runs: 6
Run Growth: 3
Growth Rate: 50.00%
Updated:September 09 2024