Xlm Roberta Base measured on 7 of 261 Embeddings benchmarks7
BenchmarkByScoreRank
No benchmark matches
price not verifiedprice
27.5MTEB Scandinavian v1
Nov 2019released
768Dimensions
1K tokensMax input
en, Esperanto, es +90Languages
Alternatives?
ModelScoreCostPriceWhat changes
sBetterAll Mpnet Base v2unstatedOpen×5.1—$0.005Max input: 1K tokens → 0K tokens+1cOpenF2LLM v2 8Bunstated×11.4——Languages: loses Assamese, Western Frisian, Scottish Gaelic +12+1sBetterAll MiniLM L12 v2unstatedOpen×5—$0.005Max input: 1K tokens → 0K tokens+1sBetterAll MiniLM L6 v2unstatedOpen×4.3—$0.005Max input: 1K tokens → 0K tokens+1iBetterMultilingual E5 LargeunstatedOpen×10—$0.01Memory (4-bit): 0.2 GB → 0.3 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
sAll Mpnet Base v2unstatedOpen×5.1—$0.005Max input: 1K tokens → 0K tokens+1sAll MiniLM L12 v2unstatedOpen×5—$0.005Max input: 1K tokens → 0K tokens+1sAll MiniLM L6 v2unstatedOpen×4.3—$0.005Max input: 1K tokens → 0K tokens+1iMultilingual E5 LargeunstatedOpen×10—$0.01Memory (4-bit): 0.2 GB → 0.3 GB
Bge M3unstatedOpen×9.9—$0.01Languages: not verified+1ModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen×11.4——Languages: loses Assamese, Western Frisian, Scottish Gaelic +12+1cF2LLM v2 4BunstatedOpen×11.2——Languages: loses Assamese, Western Frisian, Scottish Gaelic +12+1nSaga Embed v1Open×11.2——Languages: not verifiediInf Retriever v1unstatedOpen×10.9——Languages: loses Esperanto, es, Estonian +88+1cF2LLM v2 1.7BunstatedOpen×10.9——Languages: loses Assamese, Western Frisian, Scottish Gaelic +12+1ModelScoreCostPriceWhat changes
FXlm Roberta LargeOpen+56%——Memory (4-bit): 0.2 GB → 0.3 GBAll FacebookAI models →Run it yourself
estimateFits 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 & RetrievalFAQ
How much does Xlm Roberta Base cost?›
There is no per-unit API price: price not verified.
How good is Xlm Roberta Base, and what is it best at?›
#201 of 205 in Embeddings.
Is Xlm Roberta Base better than Xlm Roberta Large?›
On MTEB Scandinavian v1 · Retrieval · multilingual (3 languages), Xlm Roberta Base scores 6.5 vs 10.1 — lower.
When was Xlm Roberta Base released? Is there a newer version?›
Released 2019-11-05. It is the current version in its line.
Is Xlm Roberta Base open source?›
Yes, the weights are open (MIT licence).
Can I run Xlm Roberta Base locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Xlm Roberta Base?›
Xlm Roberta Base is an open-weights embeddings & retrieval model from FacebookAI, released Nov 2019.
What are the best alternatives to Xlm Roberta Base?›
All Mpnet Base v2 (better), F2LLM v2 8B (open weights).