F

Xlm Roberta Large

Nov 2019
FXlm Roberta Large
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price not verifiedprice
19.1MTEB Scandinavian v1
Nov 2019released
1,024Dimensions
1K tokensMax input
en, Esperanto, es +90Languages

Ranking?

Full ranking →
1Gemini Embedding 00177.22F2LLM v2 14B75.23Voyage Finance 274.94Voyage Multilingual 274.65Voyage 3.574.1
···
132Arabic Mpnet Base All Nli Triplet12.5133Xlm Roberta Large10.1134Silma Embeddding Matryoshka v0.19.9

Alternatives?

ModelScoreCostPriceWhat changes
iBetterE5 Base v2unstatedOpen×4.8—$0.005Languages: loses Esperanto, es, Estonian +89cOpenF2LLM v2 8Bunstated×7.3——Languages: loses Assamese, Western Frisian, Scottish Gaelic +12+1BetterBge Base En v1.5unstatedOpen×4.5—$0.005Languages: loses Esperanto, es, Estonian +89tBetterGte BaseunstatedOpen×4.2—$0.005Languages: loses Esperanto, es, Estonian +89sBetterAll Mpnet Base v2unstatedOpen×3.3—$0.005Max 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
LicenceMITfree for commercial use

Benchmarks

in Embeddings & Retrieval
MTEB German v1 · Clustering · German18.9#115
MTEB French v1 · Summarization · French28.9#131
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)36.5#114
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)29.2#129
MTEB Scandinavian v1 · Classification · multilingual (6 languages)55.2#67
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)10.1#133
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)32.5#110
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)19.1#211

FAQ

How much does Xlm Roberta Large cost?›

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

How good is Xlm Roberta Large, and what is it best at?›

#205 of 206 in Embeddings.

Is Xlm Roberta Large better than Arabic Mpnet Base All Nli Triplet?›

On MTEB Scandinavian v1 · Retrieval · multilingual (3 languages), Xlm Roberta Large scores 10.1 vs 12.5 — lower.

When was Xlm Roberta Large released? Is there a newer version?›

Released 2019-11-05. It is the current version in its line.

Is Xlm Roberta Large open source?›

Yes, the weights are open (MIT licence).

Can I run Xlm Roberta Large locally?›

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

What is Xlm Roberta Large?›

Xlm Roberta Large is an open-weights embeddings & retrieval model from FacebookAI, released Nov 2019.

What are the best alternatives to Xlm Roberta Large?›

E5 Base v2 (better), F2LLM v2 8B (open weights).