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Jasper En Vision Language v1

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

Rankingconfiguration unstated?

Full ranking →
1F2LLM 4B71.12F2LLM 1.7B60.33F2LLM v2 14B57.64F2LLM v2 8B55.95F2LLM v2 4B55.5
···
10F2LLM v2 0.6B49.611Jasper En Vision Language v148.912Giga Embeddings Instruct 3B 082648.8

Strong at

A
Embeddings & Retrieval#50 of 200

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 F2LLM v2 0.6B?›

On MTEB Medical v1 · Clustering · English, Jasper En Vision Language v1 scores 48.9 vs 49.6 — 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?›

F2LLM 4B (better).