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CLIP ViT B 32 Laion2B S34B B79K

Sep 2022
lCLIP ViT B 32 Laion2B S34B B79K
Compare in
on
self-host onlyprice
14.8MIEB lite
Sep 2022released
512Dimensions
0K tokensMax input

Ranking?

Full ranking →
1LCO Embedding Omni 7B82.42LCO Embedding Omni 3B79.53E5 Omni 7B77.34EmbeddingGemma 276.85E5 Omni 3B73.5
···
42Align Base27.343CLIP ViT B 32 Laion2B S34B B79K26.244CLIP ViT L 14 Laion2B S32B B82K26

Strong at

C
Embeddings & Retrieval#80 of 89

Alternatives?

ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 2unstatedOpen×2.9—$0.02Memory (4-bit): 0.1 GB → 0.2 GBLOpenLCO Embedding Omni 7Bunstated×3.1——Memory (4-bit): 0.1 GB → 5.4 GBBetterJina Embeddings v5 Omni NanounstatedOpen×2.1—$0.02Memory (4-bit): 0.1 GB → 0.6 GBBetterJina Embeddings v5 Omni SmallunstatedOpen×2.5—$0.05Memory (4-bit): 0.1 GB → 1 GBBetterJina Clip v1Open+32%—$0.05

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)50.7#26
MIEB English · Mean over task types · multilingual (13 languages)50.7#26
MIEB English · Document Understanding · English16.9#72
MIEB English · Zero-shot Classification · English59#18
MIEB English · Any-to-any Retrieval · English33.3#21
MIEB English · Visual semantic similarity (English) · multilingual (13 languages)59.5#34
MIEB English · Image Classification · English75.6#21
MIEB English · Compositionality · English40.7#17
MIEB English · Vision Centric QA · English43#39
MIEB English · Image Clustering · English78#19
MIEB Img · Mean over tasks · multilingual (13 languages)55.2#24
MIEB Img · Mean over task types · multilingual (13 languages)55.2#24
MIEB Img · Image Classification · English75.6#21
MIEB Img · Any-to-any Retrieval · English33.9#24
MIEB Img · Visual semantic similarity (English) · English58.3#34
MIEB Img · Visual semantic similarity (multilingual) · multilingual (13 languages)30.4#38
MIEB Img · Image Clustering · English78#19
MIEB lite · Mean over tasks · multilingual (41 languages)42.6#33
MIEB lite · Mean over task types · multilingual (41 languages)42.6#33
MIEB lite · Vision Centric QA · English42.9#48
MIEB lite · Any-to-any Retrieval · English27.1#28
MIEB lite · Document Understanding · English14.8#80
MIEB lite · Zero-shot Classification · English59.8#21
MIEB lite · Compositionality · English33.9#21
MIEB lite · Image Classification · English70.8#24
MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)18.7#34
MIEB lite · Image Clustering · English70#29
MIEB lite · Visual semantic similarity (English) · English61.9#39
MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)26.2#43
MIEB multilingual · Mean over tasks · multilingual (41 languages)45.2#26
MIEB multilingual · Mean over task types · multilingual (41 languages)45.2#26
MIEB multilingual · Zero-shot Classification · English59#18
MIEB multilingual · Image Classification · English75.6#21
MIEB multilingual · Document Understanding · English16.9#72
MIEB multilingual · Any-to-any Retrieval · English33.3#21
MIEB multilingual · Compositionality · English40.7#17
MIEB multilingual · Vision Centric QA · English43#39
MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)59.5#34
MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)26.2#43
MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)20.1#26
MIEB multilingual · Image Clustering · English78#19

FAQ

How much does CLIP ViT B 32 Laion2B S34B B79K cost?›

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

Is CLIP ViT B 32 Laion2B S34B B79K free to use?›

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

How good is CLIP ViT B 32 Laion2B S34B B79K, and what is it best at?›

#80 of 89 in Multimodal.

Is CLIP ViT B 32 Laion2B S34B B79K better than Align Base?›

On MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages), CLIP ViT B 32 Laion2B S34B B79K scores 26.2 vs 27.3 — lower.

When was CLIP ViT B 32 Laion2B S34B B79K released? Is there a newer version?›

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

Is CLIP ViT B 32 Laion2B S34B B79K open source?›

Yes, the weights are open (MIT licence).

Can I run CLIP ViT B 32 Laion2B S34B B79K locally?›

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

What is CLIP ViT B 32 Laion2B S34B B79K?›

CLIP ViT B 32 Laion2B S34B B79K is an open-weights embeddings & retrieval model from laion, released Sep 2022.

What are the best alternatives to CLIP ViT B 32 Laion2B S34B B79K?›

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