Instructions to use synapti/nci-ner-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use synapti/nci-ner-v2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="synapti/nci-ner-v2")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("synapti/nci-ner-v2") model = AutoModelForTokenClassification.from_pretrained("synapti/nci-ner-v2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
15 days ago
-
Promote synapti/nci-ner-v2-stage-b-staging@4a9827d73bafb01b9bd88acfa089a7593cd5d7ce
Verified signatureCopied from synapti/nci-ner-v2-stage-b-staging@4a9827d73bafb01b9bd88acfa089a7593cd5d7ce by scripts/promote_model.py. Approved revision: 4a9827d73bafb01b9bd88acfa089a7593cd5d7ce Previous production commit: b5c76e2fff888def696045b51bbf6c2b019cad91 Files (sha256): - .gitattributes: 11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361 - README.md: 854c7f330f52a4a3407d921e246624679af0311f65f9bee65deabb6f0d9ce841 - config.json: 07f704fac5a861900c1a6de54de767635105b481382cb10746dd3910836cf509 - model.safetensors: f0e191b41ca11226fd4d509e6b2ec4d4b75af8c2cd4b549b71d2076bed136964 - onnx/config.json: 0e0a779b2aeb5273135e8f3efa0158c115976fd23e0d3d5b1b0439c9ff6feff1 - onnx/merges.txt: 1ce1664773c50f3e0cc8842619a93edc4624525b728b188a9e0be33b7726adc5 - onnx/model.onnx: 360ef82161985fcb25f5a70bddc144c1b8122e4c6c1d2bd28e9293692e75c4ad - onnx/special_tokens_map.json: 8293ae960b0a0852d4d3813118030a1149a3ed9fe37bc2e1e7b3c2e62eb2d4b7 - onnx/tokenizer.json: cc6c26724c16d8977f89f916e09d74bd02826…a4134d9
-
Add INT8 dynamically-quantized ONNX model weights
Verified signatureb5c76e2 -
Add ONNX-exported model weights
Verified signature08edbe3 -
End of training
Verified signature397175c -
Training in progress, step 300
Verified signature2fa9d5f -
Training in progress, step 200
Verified signature0ee2b86 -
Training in progress, step 100
Verified signature2c3fb67 -
initial commit
Verified signaturecd3c496