Jina Clip v1

May 2024
Jina Clip v1
Compare in
on
$0.05per 1M tokens
14.8MIEB lite
May 2024released
8K tokensMax input
enLanguages

Ranking?

Full ranking →
1LCO Embedding Omni 7B68.82LCO Embedding Omni 3B66.43E5 Omni 7B65.24DNA VL STEER 2B64.35EmbeddingGemma 263.5
···
34Blip Itm Large Coco4235Jina Clip v141.636CLIP ViT B 32 DataComp.XL S13B B90K41.5

Strong at

C
Embeddings & Retrieval#79 of 89

Alternatives?

ModelScoreCostPriceWhat changes
CheaperEmbeddingGemma 2unstatedOpen+53%-60%$0.02Languages: not verified+1LOpenLCO Embedding Omni 7Bunstated+65%——Languages: not verified+1CheaperJina Embeddings v5 Omni NanounstatedOpen+19%-60%$0.02Languages: not verified+1BetterJina Embeddings v5 Omni SmallunstatedOpen+47%same$0.05Languages: not verified+1VBetterVoyage Multimodal 3+43%+140%$0.12Languages: not verified

Run it yourself

estimate
Fits on✓ 8 GB (phone, laptop) · full quality✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
LicenceApache-2.0free for commercial use

Benchmarks

in Embeddings & Retrieval
MIEB English · Mean over tasks · multilingual (13 languages)49.5#28
MIEB English · Mean over task types · multilingual (13 languages)49.5#28
MIEB English · Document Understanding · English17.6#71
MIEB English · Zero-shot Classification · English53.8#26
MIEB English · Any-to-any Retrieval · English32.3#23
MIEB English · Visual semantic similarity (English) · multilingual (13 languages)62.6#30
MIEB English · Image Classification · English69#35
MIEB English · Compositionality · English45.1#5
MIEB English · Vision Centric QA · English45.4#31
MIEB English · Image Clustering · English70#39
MIEB Img · Mean over tasks · multilingual (13 languages)54.1#27
MIEB Img · Mean over task types · multilingual (13 languages)54.1#27
MIEB Img · Image Classification · English69#35
MIEB Img · Any-to-any Retrieval · English31#30
MIEB Img · Visual semantic similarity (English) · English61.8#28
MIEB Img · Visual semantic similarity (multilingual) · multilingual (13 languages)38.8#25
MIEB Img · Image Clustering · English70#39
MIEB lite · Mean over tasks · multilingual (41 languages)41.6#35
MIEB lite · Mean over task types · multilingual (41 languages)41.6#35
MIEB lite · Vision Centric QA · English47.4#35
MIEB lite · Any-to-any Retrieval · English27.3#27
MIEB lite · Document Understanding · English14.8#79
MIEB lite · Zero-shot Classification · English52.6#28
MIEB lite · Compositionality · English39#11
MIEB lite · Image Classification · English64.4#43
MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)16#38
MIEB lite · Image Clustering · English57.1#48
MIEB lite · Visual semantic similarity (English) · English63.2#36
MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)34.6#29
MIEB multilingual · Mean over tasks · multilingual (41 languages)44.9#27
MIEB multilingual · Mean over task types · multilingual (41 languages)44.9#27
MIEB multilingual · Zero-shot Classification · English53.8#26
MIEB multilingual · Image Classification · English69#35
MIEB multilingual · Document Understanding · English17.6#71
MIEB multilingual · Any-to-any Retrieval · English32.3#23
MIEB multilingual · Compositionality · English45.1#5
MIEB multilingual · Vision Centric QA · English45.4#31
MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)62.6#30
MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)34.6#29
MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)18.1#29
MIEB multilingual · Image Clustering · English70#39
ViDoRe v1&v2 · Mean over tasks · multilingual (4 languages)15.4#49

FAQ

How much does Jina Clip v1 cost?›

$0.05 per 1M tokens.

Is Jina Clip v1 free to use?›

There is no free API; it costs $0.05 per 1M tokens. The weights are open, so you can run it yourself.

How good is Jina Clip v1, and what is it best at?›

#79 of 89 in Multimodal.

Is Jina Clip v1 better than Blip Itm Large Coco?›

On MIEB lite · Mean over task types · multilingual (41 languages), Jina Clip v1 scores 41.6 vs 42 — about the same.

When was Jina Clip v1 released? Is there a newer version?›

Released 2024-05-30. It is the current version in its line.

Is Jina Clip v1 open source?›

Yes, the weights are open (Apache-2.0 licence).

Can I run Jina Clip v1 locally?›

The weights are open and can be self-hosted; hardware needs are not confirmed yet.

What is Jina Clip v1?›

Jina Clip v1 is an open-weights embeddings & retrieval model from Jina AI, released May 2024.

What are the best alternatives to Jina Clip v1?›

EmbeddingGemma 2 (cheaper), LCO Embedding Omni 7B (open weights).