Instructions to use judithrosell/PubMedBERT-ft-ner with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use judithrosell/PubMedBERT-ft-ner with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="judithrosell/PubMedBERT-ft-ner")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("judithrosell/PubMedBERT-ft-ner") model = AutoModelForTokenClassification.from_pretrained("judithrosell/PubMedBERT-ft-ner") - Notebooks
- Google Colab
- Kaggle
Commit ·
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Parent(s): 342cdd4
Training in progress epoch 4
Browse files- README.md +4 -3
- tf_model.h5 +1 -1
README.md
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This model is a fine-tuned version of [microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext](https://huggingface.co/microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 0.
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- Validation Loss: 0.
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- Epoch:
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## Model description
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### Framework versions
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This model is a fine-tuned version of [microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext](https://huggingface.co/microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 0.0760
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- Validation Loss: 0.2449
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- Epoch: 4
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## Model description
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| 0.1725 | 0.2284 | 1 |
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| 0.1226 | 0.2174 | 2 |
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| 0.0932 | 0.2341 | 3 |
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| 0.0760 | 0.2449 | 4 |
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### Framework versions
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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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size 436021428
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