cambridgeltl/SapBERT-from-PubMedBERT-fulltext

feature-extraction model by cambridgeltl

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datasets: [news] A cross-lingual extension of SapBERT will appear in the main onference of ACL 2021! [news] SapBERT will appear in the conference proceedings of NAACL 2021! SapBERT by Liu et al. (2020). Trained with UMLS 2020AA (English only), using microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext as the base model. The input should be a string of biomedical entity names, e.g., "covid…

cambridgeltl/SapBERT-from-PubMedBERT-fulltext on Hugging Face A short preview, not the full document.

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Inside the original model card — Document outline
  1. SapBERT-PubMedBERT
  2. Expected input and output
  3. Extracting embeddings from SapBERT
  4. Citation

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Model overview

cambridgeltl/SapBERT-from-PubMedBERT-fulltext is a feature-extraction model repository published by cambridgeltl on Hugging Face. The source reports the transformers library.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
feature-extraction
Library
transformers
Recent downloads (30 days)
1,417,733
Cumulative likes
89
Hugging Face trending score
1
Reported safetensors parameters
109,482,752
Architecture
BertModel
License
apache-2.0
Access
Not gated by Hugging Face
Created
2022-03-02T23:29:05.000Z
Last modified
2023-06-14T19:03:02.000Z

Compatibility and lineage

Reported languages: en

Base-model lineage was not included.

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

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Model card and usage instructions

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Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-11-01T06:54:29.511Z. Daily imports are snapshots, not real-time monitoring.

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