S

Blip Itm Large Coco

Aug 2023
SBlip Itm Large Coco
Compare in
on
self-host onlyprice
15.2MIEB lite
Aug 2023released
768Dimensions
1K tokensMax input

Ranking?

Full ranking →
1DNA VL STEER 2B68.52Voyage Multimodal 367.33EVA02 CLIP B 1665.24Siglip So400m Patch14 38464.25CLIP ViT BigG 14 Laion2B 39B B160k64
···
19Siglip Base Patch16 22458.620Blip Itm Large Coco56.321VLM2Vec LoRA56.1

Strong at

C
Embeddings & Retrieval#77 of 89

Alternatives?

ModelScoreCostPriceWhat changes
VBetterVoyage Multimodal 3+20%—$0.12dOpenDNA VL STEER 2B+22%——Memory (4-bit): 0.3 GB → 1.3 GBQBetterEVA02 CLIP B 16unstatedOpen+16%——Max input: 1K tokens → 0K tokens+1BetterSiglip So400m Patch14 384Open+14%——Max input: 1K tokens → 0K tokens+1lBetterCLIP ViT BigG 14 Laion2B 39B B160kOpen+14%——Max input: 1K tokens → 0K tokens+1

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
LicenceBSD-3-Clausefree for commercial use

Benchmarks

in Embeddings & Retrieval
MIEB English · Mean over tasks · multilingual (13 languages)50.9#25
MIEB English · Mean over task types · multilingual (13 languages)50.9#25
MIEB English · Document Understanding · English17.7#70
MIEB English · Zero-shot Classification · English53.9#25
MIEB English · Any-to-any Retrieval · English32.8#22
MIEB English · Visual semantic similarity (English) · multilingual (13 languages)62.9#28
MIEB English · Image Classification · English70.8#32
MIEB English · Compositionality · English40.5#18
MIEB English · Vision Centric QA · English51.1#17
MIEB English · Image Clustering · English77.5#20
MIEB Img · Mean over tasks · multilingual (13 languages)56.3#20
MIEB Img · Mean over task types · multilingual (13 languages)56.3#20
MIEB Img · Image Classification · English70.8#32
MIEB Img · Any-to-any Retrieval · English33.6#25
MIEB Img · Visual semantic similarity (English) · English61.2#29
MIEB Img · Visual semantic similarity (multilingual) · multilingual (13 languages)38.4#27
MIEB Img · Image Clustering · English77.5#20
MIEB lite · Mean over tasks · multilingual (41 languages)42#34
MIEB lite · Mean over task types · multilingual (41 languages)42#34
MIEB lite · Vision Centric QA · English53.6#20
MIEB lite · Any-to-any Retrieval · English25.5#32
MIEB lite · Document Understanding · English15.2#77
MIEB lite · Zero-shot Classification · English51.6#30
MIEB lite · Compositionality · English32#31
MIEB lite · Image Classification · English66.6#35
MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)15.6#39
MIEB lite · Image Clustering · English65.9#38
MIEB lite · Visual semantic similarity (English) · English60.6#40
MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)33.7#33
MIEB multilingual · Mean over tasks · multilingual (41 languages)45.9#25
MIEB multilingual · Mean over task types · multilingual (41 languages)45.9#25
MIEB multilingual · Zero-shot Classification · English53.9#25
MIEB multilingual · Image Classification · English70.8#32
MIEB multilingual · Document Understanding · English17.7#70
MIEB multilingual · Any-to-any Retrieval · English32.8#22
MIEB multilingual · Compositionality · English40.5#18
MIEB multilingual · Vision Centric QA · English51.1#17
MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)62.9#28
MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)33.7#33
MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)18.5#27
MIEB multilingual · Image Clustering · English77.5#20

FAQ

How much does Blip Itm Large Coco cost?›

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

Is Blip Itm Large Coco free to use?›

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

How good is Blip Itm Large Coco, and what is it best at?›

#77 of 89 in Multimodal.

Is Blip Itm Large Coco better than Siglip Base Patch16 224?›

On MIEB Img · Mean over tasks · multilingual (13 languages), Blip Itm Large Coco scores 56.3 vs 58.6 — lower.

When was Blip Itm Large Coco released? Is there a newer version?›

Released 2023-08-01. It is the current version in its line.

Is Blip Itm Large Coco open source?›

Yes, the weights are open (bsd-3-clause licence).

Can I run Blip Itm Large Coco locally?›

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

What is Blip Itm Large Coco?›

Blip Itm Large Coco is an open-weights embeddings & retrieval model from Salesforce, released Aug 2023.

What are the best alternatives to Blip Itm Large Coco?›

Voyage Multimodal 3 (better), DNA VL STEER 2B (open weights).