Token Classification
Transformers
PyTorch
TensorFlow
JAX
ONNX
Safetensors
English
bert
Eval Results (legacy)
Instructions to use dslim/bert-base-NER with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use dslim/bert-base-NER with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="dslim/bert-base-NER")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("dslim/bert-base-NER") model = AutoModelForTokenClassification.from_pretrained("dslim/bert-base-NER", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
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add AIBOM
Verified signatureDear model owner(s), We are a group of researchers investigating the usefulness of sharing AIBOMs (Artificial Intelligence Bill of Materials) to document AI models – AIBOMs are machine-readable structured lists of components (e.g., datasets and models) used to enhance transparency in AI-model supply chains. To pursue the above-mentioned objective, we identified popular models on HuggingFace and, based on your model card (and some configuration information available in HuggingFace), we generated your AIBOM according to the CyclonDX (v1.6) standard (see https://cyclonedx.org/docs/1.6/json/). AIBOMs are generated as JSON files by using the following open-source supporting tool: https://github.com/MSR4SBOM/ALOHA (technical details are available in the research paper: https://github.com/MSR4SBOM/ALOHA/blob/main/ALOHA.pdf). The JSON file in this pull request is your AIBOM (see https://github.com/MSR4SBOM/ALOHA/blob/main/documentation.json for details on its structure). Clearly, the subm…e58bdce
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Add evaluation results on conll2003 dataset (#3)
Verified signature- Add evaluation results on conll2003 dataset (f2f0482de7af7dec9f3ecd8ba74c471214a668a6) Co-authored-by: Lewis Tunstall <lewtun@users.noreply.huggingface.co>f5581ac -
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Verified signature- Update README.md (7c1c434b908c49a4ba2dba2cad477c5bcc92c70e) Co-authored-by: Prasanna Kumar V <vpkprasanna@users.noreply.huggingface.co>0675036 -
Adding ONNX file of this model (#15)
Verified signature- Adding ONNX file of this model (bac61329f48f0ce44597c14b9ff867cd92bed1bf) Co-authored-by: Cle <Bencle@users.noreply.huggingface.co>0f1d866
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Adding `safetensors` variant of this model (#8)
- Adding `safetensors` variant of this model (f128abadec23cd734101cf1caaaa2e31c82bb626) Co-authored-by: Nicolas Patry <Narsil@users.noreply.huggingface.co>7a1d333
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Read announcement at https://discuss.huggingface.co/t/announcement-all-model-cards-will-be-migrated-to-hf-co-model-repos/2755 Original file history: https://github.com/huggingface/transformers/commits/master/model_cards/dslim/bert-base-NER/README.mdcf3c40e
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