Clip Vit Base Patch32

Feb 2021
Clip Vit Base Patch32
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price not verifiedprice
12.4MIEB lite
Feb 2021released
512Dimensions
0K tokensMax input

Ranking?

Full ranking →
1LCO Embedding Omni 7B82.42LCO Embedding Omni 3B79.53E5 Omni 7B77.34EmbeddingGemma 276.85E5 Omni 3B73.5
···
47Blip2 Opt 6.7B Coco22.948Clip Vit Base Patch3221.849Blip2 Opt 2.7B21.8

Strong at

C
Embeddings & Retrieval#83 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
Licencenot verified

Benchmarks

in Embeddings & Retrieval
MIEB English · Mean over tasks · multilingual (13 languages)47#34
MIEB English · Mean over task types · multilingual (13 languages)47#34
MIEB English · Document Understanding · English13.2#75
MIEB English · Zero-shot Classification · English53.9#24
MIEB English · Any-to-any Retrieval · English27.5#35
MIEB English · Visual semantic similarity (English) · multilingual (13 languages)54.4#37
MIEB English · Image Classification · English71.1#31
MIEB English · Compositionality · English45#6
MIEB English · Vision Centric QA · English42.7#40
MIEB English · Image Clustering · English67.9#41
MIEB Img · Mean over tasks · multilingual (13 languages)49#32
MIEB Img · Mean over task types · multilingual (13 languages)49#32
MIEB Img · Image Classification · English71.1#31
MIEB Img · Any-to-any Retrieval · English27.7#39
MIEB Img · Visual semantic similarity (English) · English52.5#37
MIEB Img · Visual semantic similarity (multilingual) · multilingual (13 languages)25.7#42
MIEB Img · Image Clustering · English67.9#41
MIEB lite · Mean over tasks · multilingual (41 languages)38.6#41
MIEB lite · Mean over task types · multilingual (41 languages)38.6#41
MIEB lite · Vision Centric QA · English43.3#46
MIEB lite · Any-to-any Retrieval · English21.5#41
MIEB lite · Document Understanding · English12.4#83
MIEB lite · Zero-shot Classification · English52.7#27
MIEB lite · Compositionality · English39.7#8
MIEB lite · Image Classification · English65.3#37
MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)16.5#37
MIEB lite · Image Clustering · English57.2#47
MIEB lite · Visual semantic similarity (English) · English56#43
MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)21.8#48
MIEB multilingual · Mean over tasks · multilingual (41 languages)41.4#34
MIEB multilingual · Mean over task types · multilingual (41 languages)41.4#34
MIEB multilingual · Zero-shot Classification · English53.9#24
MIEB multilingual · Image Classification · English71.1#31
MIEB multilingual · Document Understanding · English13.2#75
MIEB multilingual · Any-to-any Retrieval · English27.5#35
MIEB multilingual · Compositionality · English45#6
MIEB multilingual · Vision Centric QA · English42.7#40
MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)54.4#37
MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)21.8#48
MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)16.7#32
MIEB multilingual · Image Clustering · English67.9#41
ViDoRe v3 · Mean over tasks · multilingual (6 languages)2.2#50

FAQ

How much does Clip Vit Base Patch32 cost?›

There is no per-unit API price: price not verified.

How good is Clip Vit Base Patch32, and what is it best at?›

#83 of 89 in Multimodal.

Is Clip Vit Base Patch32 better than Blip2 Opt 6.7B Coco?›

On MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages), Clip Vit Base Patch32 scores 21.8 vs 22.9 — lower.

When was Clip Vit Base Patch32 released? Is there a newer version?›

Released 2021-02-26. It is the current version in its line.

Is Clip Vit Base Patch32 open source?›

Yes, the weights are open.

Can I run Clip Vit Base Patch32 locally?›

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

What is Clip Vit Base Patch32?›

Clip Vit Base Patch32 is an open-weights embeddings & retrieval model from OpenAI, released Feb 2021.

What are the best alternatives to Clip Vit Base Patch32?›

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