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CLIP ViT G 14 Laion2B S34B B88K

Mar 2023
lCLIP ViT G 14 Laion2B S34B B88K
Compare in
on
self-host onlyprice
29.9MIEB lite
Mar 2023released
0K tokensMax input

Ranking?

Full ranking →
1LCO Embedding Omni 7B502LCO Embedding Omni 3B47.63BidirLM Omni 2.5B Embedding464Ebind Full415Jina Embeddings v5 Omni Small40.5
···
19CLIP ViT H 14 Laion2B S32B B79K34.820CLIP ViT G 14 Laion2B S34B B88K34.721CLIP ViT B 32 Laion2B S34B B79K33.9

Strong at

C
Embeddings & Retrieval#66 of 89

Alternatives?

ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 2unstatedOpen+11%—$0.02LOpenLCO Embedding Omni 7Bunstated+44%——Memory (4-bit): 0.8 GB → 5.4 GBBetterJina Embeddings v5 Omni SmallunstatedOpen+17%—$0.05Memory (4-bit): 0.8 GB → 1 GBBetterJina Clip v1Open+12%—$0.05LBetterLCO Embedding Omni 3BunstatedOpen+37%——Memory (4-bit): 0.8 GB → 2.8 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)58.3#12
MIEB English · Mean over task types · multilingual (13 languages)58.3#12
MIEB English · Document Understanding · English37.6#59
MIEB English · Zero-shot Classification · English67.9#6
MIEB English · Any-to-any Retrieval · English39.8#6
MIEB English · Visual semantic similarity (English) · multilingual (13 languages)69.1#13
MIEB English · Image Classification · English82.8#5
MIEB English · Compositionality · English41.9#13
MIEB English · Vision Centric QA · English44.2#35
MIEB English · Image Clustering · English82.7#10
MIEB Img · Mean over tasks · multilingual (13 languages)61.9#10
MIEB Img · Mean over task types · multilingual (13 languages)61.9#10
MIEB Img · Image Classification · English82.8#5
MIEB Img · Any-to-any Retrieval · English39.4#11
MIEB Img · Visual semantic similarity (English) · English68#13
MIEB Img · Visual semantic similarity (multilingual) · multilingual (13 languages)36.5#30
MIEB Img · Image Clustering · English82.7#10
MIEB lite · Mean over tasks · multilingual (41 languages)49.4#23
MIEB lite · Mean over task types · multilingual (41 languages)49.4#23
MIEB lite · Vision Centric QA · English45#44
MIEB lite · Any-to-any Retrieval · English33.5#8
MIEB lite · Document Understanding · English29.9#66
MIEB lite · Zero-shot Classification · English69.6#7
MIEB lite · Compositionality · English34.7#20
MIEB lite · Image Classification · English77.3#5
MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)24.2#26
MIEB lite · Image Clustering · English76.8#15
MIEB lite · Visual semantic similarity (English) · English71.6#17
MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)31.7#36
MIEB multilingual · Mean over tasks · multilingual (41 languages)52.4#16
MIEB multilingual · Mean over task types · multilingual (41 languages)52.4#16
MIEB multilingual · Zero-shot Classification · English67.9#6
MIEB multilingual · Image Classification · English82.8#5
MIEB multilingual · Document Understanding · English37.6#59
MIEB multilingual · Any-to-any Retrieval · English39.8#6
MIEB multilingual · Compositionality · English41.9#13
MIEB multilingual · Vision Centric QA · English44.2#35
MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)69.1#13
MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)31.7#36
MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)25.9#18
MIEB multilingual · Image Clustering · English82.7#10

FAQ

How much does CLIP ViT G 14 Laion2B S34B B88K cost?›

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

Is CLIP ViT G 14 Laion2B S34B B88K free to use?›

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

How good is CLIP ViT G 14 Laion2B S34B B88K, and what is it best at?›

#66 of 89 in Multimodal.

Is CLIP ViT G 14 Laion2B S34B B88K better than CLIP ViT H 14 Laion2B S32B B79K?›

On MIEB lite · Compositionality · English, CLIP ViT G 14 Laion2B S34B B88K scores 34.7 vs 34.8 — about the same.

When was CLIP ViT G 14 Laion2B S34B B88K released? Is there a newer version?›

Released 2023-03-06. It is the current version in its line.

Is CLIP ViT G 14 Laion2B S34B B88K open source?›

Yes, the weights are open (MIT licence).

Can I run CLIP ViT G 14 Laion2B S34B B88K locally?›

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

What is CLIP ViT G 14 Laion2B S34B B88K?›

CLIP ViT G 14 Laion2B S34B B88K is an open-weights embeddings & retrieval model from laion, released Mar 2023.

What are the best alternatives to CLIP ViT G 14 Laion2B S34B B88K?›

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