jinaai / feature-extraction updated 3 months ago

jina-embeddings-v5-text-nano

Name: jina-embeddings-v5-text-nano
Author: jinaai

jina-embeddings-v5-text-nano is the fifth generation of Jina AI's multilingual embedding models, released on February 18, 2026. For higher performance at a larger size, see jina-embeddings-v5-text-small.

Params

210 M

Context

8,192

Downloads 30d

515 K

Likes

Commercial use: not allowed · cc-by-nc-4.0 Not gated SAFETENSORS 1 languages View on Hugging Face ↗

Download history

daily snapshots · 10 days

859 K515 K

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	bf16	0.5 GB	1.1 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: JinaEmbeddingsV5Model
Parameters: 210 M
Tensor type: BF16
Context length: 8,192
Vocabulary: 128,256
Layers / heads: 12 / 12
Licence: cc-by-nc-4.0
First seen on the Hub: 2026-01-22
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 mxbai-embed-large-v1 4.9 M all-MiniLM-L6-v2 2.9 M

Appears in

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