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CLIP ViT BigG 14 Laion2B 39B B160k

Jan 2023
lCLIP ViT BigG 14 Laion2B 39B B160k
Compare in
on
self-host onlyprice
35.5MIEB lite
Jan 2023released
1,280Dimensions
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

Strong at

C
Embeddings & Retrieval#62 of 89

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
LicenceMITfree for commercial use

Benchmarks

in Embeddings & Retrieval
MIEB English · Mean over tasks · multilingual (13 languages)60#5
MIEB English · Mean over task types · multilingual (13 languages)60#5
MIEB English · Document Understanding · English43.2#54
MIEB English · Zero-shot Classification · English69.4#3
MIEB English · Any-to-any Retrieval · English41.5#2
MIEB English · Visual semantic similarity (English) · multilingual (13 languages)70.9#9
MIEB English · Image Classification · English83.6#4
MIEB English · Compositionality · English42.4#11
MIEB English · Vision Centric QA · English43.2#38
MIEB English · Image Clustering · English85.6#4
MIEB Img · Mean over tasks · multilingual (13 languages)64#5
MIEB Img · Mean over task types · multilingual (13 languages)64#5
MIEB Img · Image Classification · English83.6#4
MIEB Img · Any-to-any Retrieval · English41.2#4
MIEB Img · Visual semantic similarity (English) · English70#9
MIEB Img · Visual semantic similarity (multilingual) · multilingual (13 languages)39.5#23
MIEB Img · Image Clustering · English85.6#4
MIEB lite · Mean over tasks · multilingual (41 languages)51.3#16
MIEB lite · Mean over task types · multilingual (41 languages)51.3#16
MIEB lite · Vision Centric QA · English43#47
MIEB lite · Any-to-any Retrieval · English34.2#7
MIEB lite · Document Understanding · English35.5#62
MIEB lite · Zero-shot Classification · English72.4#4
MIEB lite · Compositionality · English35#18
MIEB lite · Image Classification · English77.8#3
MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)26.2#21
MIEB lite · Image Clustering · English80.8#6
MIEB lite · Visual semantic similarity (English) · English73.4#14
MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)34.5#30
MIEB multilingual · Mean over tasks · multilingual (41 languages)54.2#10
MIEB multilingual · Mean over task types · multilingual (41 languages)54.2#10
MIEB multilingual · Zero-shot Classification · English69.4#3
MIEB multilingual · Image Classification · English83.6#4
MIEB multilingual · Document Understanding · English43.2#54
MIEB multilingual · Any-to-any Retrieval · English41.5#2
MIEB multilingual · Compositionality · English42.4#11
MIEB multilingual · Vision Centric QA · English43.2#38
MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)70.9#9
MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)34.5#30
MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)28#16
MIEB multilingual · Image Clustering · English85.6#4
ViDoRe v1&v2 · Mean over tasks · multilingual (4 languages)36.4#47

FAQ

How much does CLIP ViT BigG 14 Laion2B 39B B160k cost?›

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

Is CLIP ViT BigG 14 Laion2B 39B B160k free to use?›

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

How good is CLIP ViT BigG 14 Laion2B 39B B160k, and what is it best at?›

#62 of 89 in Multimodal.

Is CLIP ViT BigG 14 Laion2B 39B B160k better than Siglip Large Patch16 384?›

On MIEB Img · Image Classification · English, CLIP ViT BigG 14 Laion2B 39B B160k scores 83.6 vs 83.7 — about the same.

When was CLIP ViT BigG 14 Laion2B 39B B160k released? Is there a newer version?›

Released 2023-01-23. It is the current version in its line.

Is CLIP ViT BigG 14 Laion2B 39B B160k open source?›

Yes, the weights are open (MIT licence).

Can I run CLIP ViT BigG 14 Laion2B 39B B160k locally?›

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

What is CLIP ViT BigG 14 Laion2B 39B B160k?›

CLIP ViT BigG 14 Laion2B 39B B160k is an open-weights embeddings & retrieval model from laion, released Jan 2023.

What are the best alternatives to CLIP ViT BigG 14 Laion2B 39B B160k?›

EVA02 CLIP B 16 (better).