EMBO / sd-smallmol-roles-v2

huggingface.co
Total runs: 100
24-hour runs: 0
7-day runs: 2
30-day runs: 8
Model's Last Updated: January 25 2023
token-classification

Introduction of sd-smallmol-roles-v2

Model Details of sd-smallmol-roles-v2

sd-smallmol-roles-v2

This model is a fine-tuned version of michiyasunaga/BioLinkBERT-large on the source_data_nlp dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0015
  • Accuracy Score: 0.9995
  • Precision: 0.9628
  • Recall: 0.9716
  • F1: 0.9672
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: 5e-05
  • train_batch_size: 32
  • eval_batch_size: 256
  • seed: 42
  • optimizer: Adafactor
  • lr_scheduler_type: linear
  • num_epochs: 1.0
Training results
Training Loss Epoch Step Validation Loss Accuracy Score Precision Recall F1
0.0013 1.0 1569 0.0015 0.9995 0.9628 0.9716 0.9672
Framework versions
  • Transformers 4.20.0
  • Pytorch 1.11.0a0+bfe5ad2
  • Datasets 1.17.0
  • Tokenizers 0.12.1

Runs of EMBO sd-smallmol-roles-v2 on huggingface.co

100
Total runs
0
24-hour runs
7
3-day runs
2
7-day runs
8
30-day runs

More Information About sd-smallmol-roles-v2 huggingface.co Model

More sd-smallmol-roles-v2 license Visit here:

https://choosealicense.com/licenses/apache-2.0

sd-smallmol-roles-v2 huggingface.co

sd-smallmol-roles-v2 huggingface.co is an AI model on huggingface.co that provides sd-smallmol-roles-v2's model effect (), which can be used instantly with this EMBO sd-smallmol-roles-v2 model. huggingface.co supports a free trial of the sd-smallmol-roles-v2 model, and also provides paid use of the sd-smallmol-roles-v2. Support call sd-smallmol-roles-v2 model through api, including Node.js, Python, http.

sd-smallmol-roles-v2 huggingface.co Url

https://huggingface.co/EMBO/sd-smallmol-roles-v2

EMBO sd-smallmol-roles-v2 online free

sd-smallmol-roles-v2 huggingface.co is an online trial and call api platform, which integrates sd-smallmol-roles-v2's modeling effects, including api services, and provides a free online trial of sd-smallmol-roles-v2, you can try sd-smallmol-roles-v2 online for free by clicking the link below.

EMBO sd-smallmol-roles-v2 online free url in huggingface.co:

https://huggingface.co/EMBO/sd-smallmol-roles-v2

sd-smallmol-roles-v2 install

sd-smallmol-roles-v2 is an open source model from GitHub that offers a free installation service, and any user can find sd-smallmol-roles-v2 on GitHub to install. At the same time, huggingface.co provides the effect of sd-smallmol-roles-v2 install, users can directly use sd-smallmol-roles-v2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

sd-smallmol-roles-v2 install url in huggingface.co:

https://huggingface.co/EMBO/sd-smallmol-roles-v2

Url of sd-smallmol-roles-v2

sd-smallmol-roles-v2 huggingface.co Url

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