cambridgeltl / feature-extraction updated 3 years ago

SapBERT-from-PubMedBERT-fulltext

Name: SapBERT-from-PubMedBERT-fulltext
Author: cambridgeltl

[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!

Params

110 M

Context

512

Downloads 30d

1.6 M

Likes

Commercial use: allowed apache-2.0 Not gated SAFETENSORS 1 languages View on Hugging Face ↗

Download history

daily snapshots · 10 days

1.6 M1.6 M

Jul 28Jul 31Aug 3Aug 6

Can you run it?

Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.

File	Quant	Size	Est. VRAM	Verdict on RTX 4090 · 24 GB
model.safetensors	f32	0.4 GB	1.0 GB	✅ Runs comfortably

Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.

Specifications

Architecture: BertModel
Parameters: 110 M
Tensor type: F32
Context length: 512
Vocabulary: 30,522
Layers / heads: 12 / 12
Licence: apache-2.0
First seen on the Hub: 2022-03-02
Training datasets: undisclosed
Added to our catalog: 2026-07-28

Compare with

bge-small-en-v1.5 72.4 M bge-large-en-v1.5 13.1 M bge-base-en-v1.5 10.0 M Qwen3-Embedding-0.6B 9.8 M all-MiniLM-L6-v2 2.9 M bge-base-en-v1.5 2.2 M

Appears in

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