judithrosell / ST_MAT

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 1
30-day runs: 3
Model's Last Updated: September 09 2024
token-classification

Introduction of ST_MAT

Model Details of ST_MAT

ST_MAT

This model is a fine-tuned version of m3rg-iitd/matscibert on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1551
  • Precision: 0.8250
  • Recall: 0.8333
  • F1: 0.8291
  • Accuracy: 0.9766
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: 32
  • eval_batch_size: 32
  • 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
0.1259 1.0 569 0.0862 0.8117 0.7998 0.8057 0.9742
0.0476 2.0 1138 0.0909 0.8065 0.8154 0.8109 0.9741
0.0296 3.0 1707 0.1032 0.8039 0.8232 0.8134 0.9739
0.0196 4.0 2276 0.1157 0.8054 0.8203 0.8128 0.9745
0.0118 5.0 2845 0.1182 0.8300 0.8311 0.8305 0.9768
0.0074 6.0 3414 0.1399 0.8204 0.8151 0.8178 0.9753
0.0053 7.0 3983 0.1445 0.8334 0.8223 0.8278 0.9765
0.0025 8.0 4552 0.1521 0.8218 0.8288 0.8253 0.9758
0.0023 9.0 5121 0.1555 0.8215 0.8255 0.8235 0.9759
0.0016 10.0 5690 0.1551 0.8250 0.8333 0.8291 0.9766
Framework versions
  • Transformers 4.44.2
  • Pytorch 2.4.0+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1

Runs of judithrosell ST_MAT on huggingface.co

6
Total runs
0
24-hour runs
1
3-day runs
1
7-day runs
3
30-day runs

More Information About ST_MAT huggingface.co Model

More ST_MAT license Visit here:

https://choosealicense.com/licenses/mit

ST_MAT huggingface.co

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

judithrosell ST_MAT online free

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

judithrosell ST_MAT online free url in huggingface.co:

https://huggingface.co/judithrosell/ST_MAT

ST_MAT install

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

ST_MAT install url in huggingface.co:

https://huggingface.co/judithrosell/ST_MAT

Url of ST_MAT

Provider of ST_MAT huggingface.co

judithrosell
ORGANIZATIONS

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huggingface.co

Total runs: 10
Run Growth: 6
Growth Rate: 60.00%
Updated:September 09 2024