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Monot5 3B Msmarco 10K

Mar 2022
cMonot5 3B Msmarco 10K
Compare in
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self-host onlyprice
—main score
Mar 2022released

Ranking?

Not ranked yet: no results on a category benchmark.

Alternatives?

ModelScoreCostPriceWhat changes
jBetterFollowIR 7BOpen×4.8——Memory (4-bit): 1.8 GB → 4.3 GBcOpenMonot5 Base Msmarco 10K-169%——

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

all categories
Embeddings & Retrieval
MTEB Europe v1 · Instruction Reranking · English2.5#21
FollowIR · Mean over tasks · English2.5#21
FollowIR · Mean over task types · English2.5#21
FollowIR · Instruction Reranking · English2.5#21
MTEB multilingual v2 · Instruction Reranking · English2.5#21

FAQ

How much does Monot5 3B Msmarco 10K cost?›

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

Is Monot5 3B Msmarco 10K free to use?›

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

Is Monot5 3B Msmarco 10K better than Inf Retriever v1?›

On FollowIR · Mean over tasks · English, Monot5 3B Msmarco 10K scores 2.5 vs 2.6 — about the same.

When was Monot5 3B Msmarco 10K released? Is there a newer version?›

Released 2022-03-28. It is the current version in its line.

Is Monot5 3B Msmarco 10K open source?›

Yes, the weights are open.

Can I run Monot5 3B Msmarco 10K locally?›

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

What is Monot5 3B Msmarco 10K?›

Monot5 3B Msmarco 10K is an open-weights embeddings & retrieval model from castorini, released Mar 2022.

What are the best alternatives to Monot5 3B Msmarco 10K?›

FollowIR 7B (better).