Flamenco43 / MatSciBERT-conll2003

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Model's Last Updated: September 10 2024

Introduction of MatSciBERT-conll2003

Model Details of MatSciBERT-conll2003

MatSciBERT-conll2003

This model is a fine-tuned version of m3rg-iitd/matscibert on the conll2003 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0846
  • Precision: 0.9106
  • Recall: 0.8967
  • F1: 0.9036
  • Accuracy: 0.9795
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: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.1076 1.0 1756 0.0952 0.8521 0.8637 0.8578 0.9733
0.0516 2.0 3512 0.0846 0.9106 0.8967 0.9036 0.9795
0.0233 3.0 5268 0.0898 0.9126 0.9098 0.9112 0.9812
0.0099 4.0 7024 0.1036 0.9038 0.9093 0.9065 0.9810
Framework versions
  • Transformers 4.41.2
  • Pytorch 2.2.1+cu118
  • Datasets 2.19.1
  • Tokenizers 0.19.1

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MatSciBERT-conll2003 huggingface.co

MatSciBERT-conll2003 huggingface.co is an AI model on huggingface.co that provides MatSciBERT-conll2003's model effect (), which can be used instantly with this Flamenco43 MatSciBERT-conll2003 model. huggingface.co supports a free trial of the MatSciBERT-conll2003 model, and also provides paid use of the MatSciBERT-conll2003. Support call MatSciBERT-conll2003 model through api, including Node.js, Python, http.

MatSciBERT-conll2003 huggingface.co Url

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Flamenco43 MatSciBERT-conll2003 online free

MatSciBERT-conll2003 huggingface.co is an online trial and call api platform, which integrates MatSciBERT-conll2003's modeling effects, including api services, and provides a free online trial of MatSciBERT-conll2003, you can try MatSciBERT-conll2003 online for free by clicking the link below.

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MatSciBERT-conll2003 install

MatSciBERT-conll2003 is an open source model from GitHub that offers a free installation service, and any user can find MatSciBERT-conll2003 on GitHub to install. At the same time, huggingface.co provides the effect of MatSciBERT-conll2003 install, users can directly use MatSciBERT-conll2003 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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