i

Jasper En Vision Language v1

Dec 2024
iJasper En Vision Language v1
Compare in
on
price not verifiedprice
56.1MTEB English v2
Dec 2024released
1,536Dimensions
2K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1F2LLM v2 14B72.52F2LLM v2 8B71.43Inf Retriever v169.54F2LLM v2 4B69.15GritLM 7B65.9
···
12E5 Mistral 7B Instruct63.713Jasper En Vision Language v161.314Snowflake Arctic Embed L v2.060.8

Strong at

A
Embeddings & Retrieval#50 of 200

Alternatives?

ModelScoreCostPriceWhat changes
iBetterE5 Mistral 7B InstructunstatedOpen+4%—$0.022Memory (4-bit): 0.9 GB → 4.3 GBcOpenF2LLM v2 8Bunstated+16%——Memory (4-bit): 0.9 GB → 4.5 GBcBetterF2LLM v2 14BunstatedOpen+18%——Memory (4-bit): 0.9 GB → 8.4 GBiBetterInf Retriever v1unstatedOpen+13%——Memory (4-bit): 0.9 GB → 4.2 GBcBetterF2LLM v2 4BunstatedOpen+13%——Memory (4-bit): 0.9 GB → 2.4 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
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 E5 Mistral 7B Instruct?›

On MTEB French v1 · Retrieval · multilingual (2 languages), Jasper En Vision Language v1 scores 61.3 vs 63.7 — lower.

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?›

E5 Mistral 7B Instruct (better), F2LLM v2 8B (open weights).