Clip Vit Base Patch16

Name: Clip Vit Base Patch16
Brand: OpenAI

Feb 2021

Clip Vit Base Patch16

Compare in

self-host onlyprice

19.8MIEB lite

Feb 2021released

512Dimensions

0K tokensMax input

Ranking?

Full ranking →

1LCO Embedding Omni 7B50 2LCO Embedding Omni 3B47.6 3BidirLM Omni 2.5B Embedding46 4Ebind Full41 5Jina Embeddings v5 Omni Small40.5 6E5 Omni 7B40.4 7Clip Vit Base Patch1639.9 8Clip Vit Base Patch3239.7

Strong at

Embeddings & Retrieval#75 of 89

Alternatives?

ModelScoreCostPriceWhat changes

LBetterLCO Embedding Omni 7BunstatedOpen+25%——Memory (4-bit): 0.1 GB → 5.4 GB LBetterLCO Embedding Omni 3BunstatedOpen+19%——Memory (4-bit): 0.1 GB → 2.8 GB BBetterBidirLM Omni 2.5B EmbeddingunstatedOpen+15%——Memory (4-bit): 0.1 GB → 1.5 GB eOpenEbind Fullunstated+3%——Memory (4-bit): 0.1 GB → 1.1 GB

OpenJina Embeddings v5 Omni Smallunstatedsame—$0.05Memory (4-bit): 0.1 GB → 1 GB

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

Licencenot verified

Benchmarks

in Embeddings & Retrieval

MIEB English · Mean over tasks · multilingual (13 languages)51.8#24

MIEB English · Mean over task types · multilingual (13 languages)51.8#24

MIEB English · Document Understanding · English25.5#67

MIEB English · Zero-shot Classification · English56.4#23

MIEB English · Any-to-any Retrieval · English30.1#30

MIEB English · Visual semantic similarity (English) · multilingual (13 languages)66.1#21

MIEB English · Image Classification · English75#23

MIEB English · Compositionality · English45.2#4

MIEB English · Vision Centric QA · English46.9#24

MIEB English · Image Clustering · English69.5#40

MIEB Img · Mean over tasks · multilingual (13 languages)55.1#25

MIEB Img · Mean over task types · multilingual (13 languages)55.1#25

MIEB Img · Image Classification · English75#23

MIEB Img · Any-to-any Retrieval · English30.2#32

MIEB Img · Visual semantic similarity (English) · English65.3#20

MIEB Img · Visual semantic similarity (multilingual) · multilingual (13 languages)35.4#31

MIEB Img · Image Clustering · English69.5#40

MIEB lite · Mean over tasks · multilingual (41 languages)43.5#32

MIEB lite · Mean over task types · multilingual (41 languages)43.5#32

MIEB lite · Vision Centric QA · English48#33

MIEB lite · Any-to-any Retrieval · English23.6#38

MIEB lite · Document Understanding · English19.8#75

MIEB lite · Zero-shot Classification · English56.6#24

MIEB lite · Compositionality · English39.9#7

MIEB lite · Image Classification · English68.8#30

MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)17.3#36

MIEB lite · Image Clustering · English63.1#43

MIEB lite · Visual semantic similarity (English) · English68.3#26

MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)29.8#39

MIEB multilingual · Mean over tasks · multilingual (41 languages)46.2#24

MIEB multilingual · Mean over task types · multilingual (41 languages)46.2#24

MIEB multilingual · Zero-shot Classification · English56.4#23

MIEB multilingual · Image Classification · English75#23

MIEB multilingual · Document Understanding · English25.5#67

MIEB multilingual · Any-to-any Retrieval · English30.1#30

MIEB multilingual · Compositionality · English45.2#4

MIEB multilingual · Vision Centric QA · English46.9#24

MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)66.1#21

MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)29.8#39

MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)17.7#30

MIEB multilingual · Image Clustering · English69.5#40

ViDoRe v3 · Mean over tasks · multilingual (6 languages)4.4#49

ViDoRe v1&v2 · Mean over tasks · multilingual (4 languages)21.4#48

FAQ

How much does Clip Vit Base Patch16 cost?›

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

Is Clip Vit Base Patch16 free to use?›

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

How good is Clip Vit Base Patch16, and what is it best at?›

#75 of 89 in Multimodal.

Is Clip Vit Base Patch16 better than E5 Omni 7B?›

On MIEB lite · Compositionality · English, Clip Vit Base Patch16 scores 39.9 vs 40.4 — about the same.

When was Clip Vit Base Patch16 released? Is there a newer version?›

Released 2021-02-26. It is the current version in its line.

Is Clip Vit Base Patch16 open source?›

Yes, the weights are open.

Can I run Clip Vit Base Patch16 locally?›

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

What is Clip Vit Base Patch16?›

Clip Vit Base Patch16 is an open-weights embeddings & retrieval model from OpenAI, released Feb 2021.

What are the best alternatives to Clip Vit Base Patch16?›

LCO Embedding Omni 7B (better).