jialicheng / biobert-ddi

huggingface.co
Total runs: 25
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: May 20 2024
text-classification

Introduction of biobert-ddi

Model Details of biobert-ddi

ddi_42

This model is a fine-tuned version of dmis-lab/biobert-v1.1 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2816
  • Accuracy: 0.9535
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: 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 Accuracy
No log 1.0 791 0.1755 0.9411
0.2029 2.0 1582 0.1931 0.9495
0.0749 3.0 2373 0.2716 0.9475
0.0442 4.0 3164 0.2566 0.9515
0.0442 5.0 3955 0.2816 0.9535
0.0249 6.0 4746 0.3136 0.9471
0.0135 7.0 5537 0.3219 0.9475
0.0102 8.0 6328 0.3054 0.9503
0.006 9.0 7119 0.3304 0.9515
0.006 10.0 7910 0.3346 0.9507
Framework versions
  • Transformers 4.39.3
  • Pytorch 2.2.2+cu118
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of jialicheng biobert-ddi on huggingface.co

25
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About biobert-ddi huggingface.co Model

biobert-ddi huggingface.co

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

jialicheng biobert-ddi online free

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

jialicheng biobert-ddi online free url in huggingface.co:

https://huggingface.co/jialicheng/biobert-ddi

biobert-ddi install

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

biobert-ddi install url in huggingface.co:

https://huggingface.co/jialicheng/biobert-ddi

Url of biobert-ddi

Provider of biobert-ddi huggingface.co

jialicheng
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