Jasper En Vision Language v1

Name: Jasper En Vision Language v1
Brand: infgrad

Dec 2024

iJasper En Vision Language v1

Compare in

price not verifiedprice

56.1MTEB English v2

Dec 2024released

1,536Dimensions

2K tokensMax input

Rankingconfiguration unstated?

Full ranking →

1Ingot 8B R393.8 2Conan Embedding v293.5 3QZhou Embedding92.4 4Voyage Large 2 Instruct91.3 5Jasper Token Compression 600M90.2

···

14Bge En Icl88.2 15Jasper En Vision Language v188.1 16SFR Embedding 2 R88.1

Strong at

Embeddings & Retrieval#50 of 200

Alternatives?

ModelScoreCostPriceWhat changes

VBetterVoyage Large 2 Instructunstated+4%—$0.12 KOpenQZhou Embeddingunstated+5%——Memory (4-bit): 0.9 GB → 4.2 GB jBetterIngot 8B R3unstated+6%——TBetterConan Embedding v2unstated+6%——iBetterJasper Token Compression 600MunstatedOpen+2%——

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

LicenceApache-2.0free for commercial use

Benchmarks

in Embeddings & Retrieval

LongEmbed · Mean over tasks · English60.9#35

LongEmbed · Mean over task types · English60.9#35

LongEmbed · Retrieval · English60.9#35

MTEB German v1 · Clustering · German38.4#15

MTEB German v1 · STS · German69.5#24

MTEB Europe v1 · Retrieval · multilingual (25 languages)55.9#24

MTEB Europe v1 · Bitext Mining · multilingual (28 languages)84.4#58

MTEB Europe v1 · Instruction Reranking · English0.3#53

MTEB Europe v1 · Pair Classification · multilingual (11 languages)89.1#20

MTEB Europe v1 · Reranking · multilingual (12 languages)59.4#40

MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)19.3#29

MTEB French v1 · STS · French82.1#10

MTEB French v1 · Retrieval · multilingual (2 languages)61.3#13

MTEB French v1 · Reranking · French81.6#18

MTEB French v1 · Summarization · French32.2#6

MTEB Indic v1 · Retrieval · multilingual (14 languages)64.5#48

MTEB Indic v1 · Bitext Mining · multilingual (20 languages)34.1#53

MTEB Indic v1 · Reranking · multilingual (2 languages)75.9#87

MTEB Indic v1 · Pair Classification · Hindi67#73

MTEB Indic v1 · STS · multilingual (13 languages)11.1#97

MTEB Dutch v1 · Reranking · Dutch90#36

MTEB Polish v1 · Pair Classification · Polish82.9#34

MTEB Polish v1 · STS · Polish66.3#32

MTEB Portuguese v1 · Multilabel Classification · Portuguese21.6#43

MTEB Law v1 · Mean over tasks · multilingual (3 languages)58.8#22

MTEB Law v1 · Mean over task types · multilingual (3 languages)58.8#22

MTEB Law v1 · Retrieval · multilingual (3 languages)58.8#22

MTEB Medical v1 · Mean over tasks · multilingual (10 languages)61.2#17

MTEB Medical v1 · Mean over task types · multilingual (10 languages)62.9#12

MTEB Medical v1 · Retrieval · multilingual (10 languages)62.1#23

MTEB Medical v1 · Clustering · English48.9#11

MTEB Medical v1 · Reranking · Mandarin Chinese77.8#59

FollowIR · Mean over tasks · English0.3#53

FollowIR · Mean over task types · English0.3#53

FollowIR · Instruction Reranking · English0.3#53

MTEB Thai v1 · Pair Classification · Thai67.3#73

MTEB Scandinavian v1 · Clustering · multilingual (2 languages)46.7#16

MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)74.2#23

MTEB Russian v1.1 · STS · Russian71.8#35

MTEB Russian v1.1 · Clustering · Russian60.2#24

MTEB Russian v1.1 · Pair Classification · Russian56.6#71

MTEB Russian v1.1 · Multilabel Classification · Russian39.3#30

RTEB French beta · Mean over tasks · multilingual (2 languages)49.8#46

RTEB German beta · Mean over tasks · German52.1#57

RTEB Law beta · Mean over tasks · multilingual (4 languages)47.6#50

MTEB multilingual v2 · Retrieval · multilingual (120 languages)55.1#65

MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)60.6#68

MTEB multilingual v2 · Instruction Reranking · English0.3#53

MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)22.7#44

FAQ

How much does Jasper En Vision Language v1 cost?›

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

How good is Jasper En Vision Language v1, and what is it best at?›

#50 of 200 in Embeddings. Strongest at: Embeddings & Retrieval.

Is Jasper En Vision Language v1 better than Bge En Icl?›

On MTEB English v2 · Pair Classification · English, Jasper En Vision Language v1 scores 88.1 vs 88.2 — about the same.

When was Jasper En Vision Language v1 released? Is there a newer version?›

Released 2024-12-11. It is the current version in its line.

Is Jasper En Vision Language v1 open source?›

Yes, the weights are open (Apache-2.0 licence).

Can I run Jasper En Vision Language v1 locally?›

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

What is Jasper En Vision Language v1?›

Jasper En Vision Language v1 is an open-weights embeddings & retrieval model from infgrad, released Dec 2024.

What are the best alternatives to Jasper En Vision Language v1?›

Voyage Large 2 Instruct (better), QZhou Embedding (open weights).