Siglip Base Patch16 256 Multilingual

Jan 2024
Siglip Base Patch16 256 Multilingual
Compare in
on
self-host onlyprice
22.9MIEB lite
Jan 2024released
0K tokensMax input

Ranking?

Full ranking →
1LCO Embedding Omni 7B502LCO Embedding Omni 3B47.63BidirLM Omni 2.5B Embedding464Ebind Full415Jina Embeddings v5 Omni Small40.5
···
36Siglip Base Patch16 3843137Siglip Base Patch16 256 Multilingual30.738VLM2Vec Full30.2

Strong at

C
Embeddings & Retrieval#72 of 89

Alternatives?

ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 2unstatedOpen+26%—$0.02LOpenLCO Embedding Omni 7Bunstated+63%——Memory (4-bit): 0.2 GB → 5.4 GBBetterJina Embeddings v5 Omni SmallunstatedOpen+32%—$0.05Memory (4-bit): 0.2 GB → 1 GBBetterJina Clip v1Open+27%—$0.05VBetterVoyage Multimodal 3+17%—$0.12

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)53.9#21
MIEB English · Mean over task types · multilingual (13 languages)53.9#21
MIEB English · Document Understanding · English26.4#65
MIEB English · Zero-shot Classification · English61.2#17
MIEB English · Any-to-any Retrieval · English35.6#17
MIEB English · Visual semantic similarity (English) · multilingual (13 languages)65.5#24
MIEB English · Image Classification · English78.9#15
MIEB English · Compositionality · English38.1#29
MIEB English · Vision Centric QA · English51.2#16
MIEB English · Image Clustering · English74.6#28
MIEB Img · Mean over tasks · multilingual (13 languages)59.9#15
MIEB Img · Mean over task types · multilingual (13 languages)59.9#15
MIEB Img · Image Classification · English78.9#15
MIEB Img · Any-to-any Retrieval · English36.7#20
MIEB Img · Visual semantic similarity (English) · English64.3#24
MIEB Img · Visual semantic similarity (multilingual) · multilingual (13 languages)44.8#13
MIEB Img · Image Clustering · English74.6#28
MIEB lite · Mean over tasks · multilingual (41 languages)49.7#22
MIEB lite · Mean over task types · multilingual (41 languages)49.7#22
MIEB lite · Vision Centric QA · English53.3#21
MIEB lite · Any-to-any Retrieval · English28.2#25
MIEB lite · Document Understanding · English22.9#72
MIEB lite · Zero-shot Classification · English63.2#19
MIEB lite · Compositionality · English30.7#37
MIEB lite · Image Classification · English73.4#18
MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)52.9#10
MIEB lite · Image Clustering · English68.2#34
MIEB lite · Visual semantic similarity (English) · English63.7#34
MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)40.3#18
MIEB multilingual · Mean over tasks · multilingual (41 languages)53.1#14
MIEB multilingual · Mean over task types · multilingual (41 languages)53.1#14
MIEB multilingual · Zero-shot Classification · English61.2#17
MIEB multilingual · Image Classification · English78.9#15
MIEB multilingual · Document Understanding · English26.4#65
MIEB multilingual · Any-to-any Retrieval · English35.6#17
MIEB multilingual · Compositionality · English38.1#29
MIEB multilingual · Vision Centric QA · English51.2#16
MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)65.5#24
MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)40.3#18
MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)59.2#4
MIEB multilingual · Image Clustering · English74.6#28
ViDoRe v3 · Mean over tasks · multilingual (6 languages)6.2#47

FAQ

How much does Siglip Base Patch16 256 Multilingual cost?›

There is no per-unit API price: self-host only.

Is Siglip Base Patch16 256 Multilingual free to use?›

There is no free API. The weights are open, so you can run it yourself.

How good is Siglip Base Patch16 256 Multilingual, and what is it best at?›

#72 of 89 in Multimodal.

Is Siglip Base Patch16 256 Multilingual better than Siglip Base Patch16 384?›

On MIEB lite · Compositionality · English, Siglip Base Patch16 256 Multilingual scores 30.7 vs 31 — about the same.

When was Siglip Base Patch16 256 Multilingual released? Is there a newer version?›

Released 2024-01-08. It is the current version in its line.

Is Siglip Base Patch16 256 Multilingual open source?›

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

Can I run Siglip Base Patch16 256 Multilingual locally?›

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

What is Siglip Base Patch16 256 Multilingual?›

Siglip Base Patch16 256 Multilingual is an open-weights embeddings & retrieval model from Google, released Jan 2024.

What are the best alternatives to Siglip Base Patch16 256 Multilingual?›

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