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CLIP ViT L 14 Laion2B S32B B82K

Sep 2022
lCLIP ViT L 14 Laion2B S32B B82K
Compare in
on
self-host onlyprice
28.7MIEB lite
Sep 2022released
768Dimensions
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
···
8CLIP ViT L 14 DataComp.XL S13B B90K829CLIP ViT L 14 Laion2B S32B B82K81.210Siglip Base Patch16 51280.9

Strong at

C
Embeddings & Retrieval#68 of 89

Alternatives?

ModelScoreCostPriceWhat changes
QBetterEVA02 CLIP B 16unstatedOpen+6%——Memory (4-bit): 0.3 GB → 3 GBBetterSiglip So400m Patch14 384Open+4%——Memory (4-bit): 0.3 GB → 0.5 GBBetterSiglip Large Patch16 384Open+3%——Memory (4-bit): 0.3 GB → 0.4 GBlBetterCLIP ViT BigG 14 Laion2B 39B B160kOpen+3%——Memory (4-bit): 0.3 GB → 1.5 GBlOpenCLIP ViT G 14 Laion2B S34B B88K+2%——Memory (4-bit): 0.3 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
LicenceMITfree for commercial use

Benchmarks

in Embeddings & Retrieval
MIEB English · Mean over tasks · multilingual (13 languages)57.2#15
MIEB English · Mean over task types · multilingual (13 languages)57.2#15
MIEB English · Document Understanding · English36.3#60
MIEB English · Zero-shot Classification · English65.8#9
MIEB English · Any-to-any Retrieval · English38#12
MIEB English · Visual semantic similarity (English) · multilingual (13 languages)65.8#22
MIEB English · Image Classification · English81.2#9
MIEB English · Compositionality · English40.8#15
MIEB English · Vision Centric QA · English45.9#28
MIEB English · Image Clustering · English83.5#7
MIEB Img · Mean over tasks · multilingual (13 languages)59.9#14
MIEB Img · Mean over task types · multilingual (13 languages)59.9#14
MIEB Img · Image Classification · English81.2#9
MIEB Img · Any-to-any Retrieval · English38.5#13
MIEB Img · Visual semantic similarity (English) · English65.1#21
MIEB Img · Visual semantic similarity (multilingual) · multilingual (13 languages)31.4#37
MIEB Img · Image Clustering · English83.5#7
MIEB lite · Mean over tasks · multilingual (41 languages)47.6#26
MIEB lite · Mean over task types · multilingual (41 languages)47.6#26
MIEB lite · Vision Centric QA · English46.9#38
MIEB lite · Any-to-any Retrieval · English31.1#16
MIEB lite · Document Understanding · English28.7#68
MIEB lite · Zero-shot Classification · English67.8#11
MIEB lite · Compositionality · English33.6#23
MIEB lite · Image Classification · English75.9#8
MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)21.4#30
MIEB lite · Image Clustering · English76.4#18
MIEB lite · Visual semantic similarity (English) · English68.7#24
MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)26#44
MIEB multilingual · Mean over tasks · multilingual (41 languages)50.6#19
MIEB multilingual · Mean over task types · multilingual (41 languages)50.6#19
MIEB multilingual · Zero-shot Classification · English65.8#9
MIEB multilingual · Image Classification · English81.2#9
MIEB multilingual · Document Understanding · English36.3#60
MIEB multilingual · Any-to-any Retrieval · English38#12
MIEB multilingual · Compositionality · English40.8#15
MIEB multilingual · Vision Centric QA · English45.9#28
MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)65.8#22
MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)26#44
MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)23#21
MIEB multilingual · Image Clustering · English83.5#7

FAQ

How much does CLIP ViT L 14 Laion2B S32B B82K cost?›

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

Is CLIP ViT L 14 Laion2B S32B B82K free to use?›

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

How good is CLIP ViT L 14 Laion2B S32B B82K, and what is it best at?›

#68 of 89 in Multimodal.

Is CLIP ViT L 14 Laion2B S32B B82K better than CLIP ViT L 14 DataComp.XL S13B B90K?›

On MIEB Img · Image Classification · English, CLIP ViT L 14 Laion2B S32B B82K scores 81.2 vs 82 — about the same.

When was CLIP ViT L 14 Laion2B S32B B82K released? Is there a newer version?›

Released 2022-09-15. It is the current version in its line.

Is CLIP ViT L 14 Laion2B S32B B82K open source?›

Yes, the weights are open (MIT licence).

Can I run CLIP ViT L 14 Laion2B S32B B82K locally?›

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

What is CLIP ViT L 14 Laion2B S32B B82K?›

CLIP ViT L 14 Laion2B S32B B82K is an open-weights embeddings & retrieval model from laion, released Sep 2022.

What are the best alternatives to CLIP ViT L 14 Laion2B S32B B82K?›

EVA02 CLIP B 16 (better).