Clip Vit Base Patch16

Feb 2021
Clip Vit Base Patch16
Compare in
on
self-host onlyprice
19.8MIEB lite
Feb 2021released
512Dimensions
0K tokensMax input

Ranking?

Full ranking →
1EVA02 CLIP B 16862Siglip So400m Patch14 38484.63Siglip Large Patch16 38483.74CLIP ViT BigG 14 Laion2B 39B B160k83.65CLIP ViT G 14 Laion2B S34B B88K82.8
···
22Jina Embeddings v5 Omni Small75.323Clip Vit Base Patch167524E5 V74.5

Strong at

C
Embeddings & Retrieval#75 of 89

Alternatives?

ModelScoreCostPriceWhat changes
QBetterEVA02 CLIP B 16unstatedOpen+15%——Memory (4-bit): 0.1 GB → 2.8 GBBetterSiglip So400m Patch14 384Open+13%——Memory (4-bit): 0.1 GB → 0.5 GBBetterSiglip Large Patch16 384Open+12%——Memory (4-bit): 0.1 GB → 0.4 GBlBetterCLIP ViT BigG 14 Laion2B 39B B160kOpen+12%——Memory (4-bit): 0.1 GB → 1.5 GBlBetterCLIP ViT G 14 Laion2B S34B B88KOpen+10%——Memory (4-bit): 0.1 GB → 0.8 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 · Any-to-any Retrieval · English30.1#30
MIEB English · Vision Centric QA · English46.9#24
MIEB English · Zero-shot Classification · English56.4#23
MIEB English · Image Classification · English75#23
MIEB English · Image Clustering · English69.5#40
MIEB English · Visual semantic similarity (English) · multilingual (13 languages)66.1#21
MIEB English · Compositionality · English45.2#4
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 (multilingual) · multilingual (13 languages)35.4#31
MIEB Img · Image Clustering · English69.5#40
MIEB Img · Visual semantic similarity (English) · English65.3#20
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 · Any-to-any Retrieval · English23.6#38
MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)17.3#36
MIEB lite · Document Understanding · English19.8#75
MIEB lite · Zero-shot Classification · English56.6#24
MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)29.8#39
MIEB lite · Vision Centric QA · English48#33
MIEB lite · Visual semantic similarity (English) · English68.3#26
MIEB lite · Image Classification · English68.8#30
MIEB lite · Compositionality · English39.9#7
MIEB lite · Image Clustering · English63.1#43
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 · Any-to-any Retrieval · English30.1#30
MIEB multilingual · Image Classification · English75#23
MIEB multilingual · Document Understanding · English25.5#67
MIEB multilingual · Compositionality · English45.2#4
MIEB multilingual · Zero-shot Classification · English56.4#23
MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)66.1#21
MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)17.7#30
MIEB multilingual · Image Clustering · English69.5#40
MIEB multilingual · Vision Centric QA · English46.9#24
MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)29.8#39
ViDoRe v3 · Mean over tasks · multilingual (6 languages)4.4#51
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 Jina Embeddings v5 Omni Small?›

On MIEB English · Image Classification · English, Clip Vit Base Patch16 scores 75 vs 75.3 — 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?›

EVA02 CLIP B 16 (better).