Tooka SBERT measured on 9 of 261 Embeddings benchmarks9
BenchmarkByScoreRank
No benchmark matches
price not verifiedprice
58.3MTEB Persian v2
Dec 2024released
1,024Dimensions
1K tokensMax input
PersianLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+23%—$0.002Languages: not verified
OpenBge M3unstated+28%—$0.01Languages: not verified+1iBetterMultilingual E5 LargeunstatedOpen+28%—$0.01Memory (4-bit): 0.2 GB → 0.3 GBiBetterMultilingual E5 Large InstructunstatedOpen+24%—$0.01Memory (4-bit): 0.2 GB → 0.3 GBiBetterE5 Mistral 7B InstructunstatedOpen+23%—$0.022Memory (4-bit): 0.2 GB → 4.3 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 300MunstatedOpen+23%—$0.002Languages: not verifiedBge M3unstatedOpen+28%—$0.01Languages: not verified+1iMultilingual E5 LargeunstatedOpen+28%—$0.01Memory (4-bit): 0.2 GB → 0.3 GBiMultilingual E5 Large InstructunstatedOpen+24%—$0.01Memory (4-bit): 0.2 GB → 0.3 GBiE5 Mistral 7B InstructunstatedOpen+23%—$0.022Memory (4-bit): 0.2 GB → 4.3 GBModelScoreCostPriceWhat changes
Bge M3unstatedOpen+28%—$0.01Languages: not verified+1iMultilingual E5 LargeunstatedOpen+28%—$0.01Memory (4-bit): 0.2 GB → 0.3 GB
Snowflake Arctic Embed L v2.0unstatedOpen+27%——Memory (4-bit): 0.2 GB → 0.3 GBcF2LLM v2 8BunstatedOpen+26%——Memory (4-bit): 0.2 GB → 4.5 GBOSolon Embeddings Large 0.1unstatedOpen+24%——Memory (4-bit): 0.2 GB → 0.3 GBModelScoreCostPriceWhat changes
PTooka SBERT v2 SmallOpen+20%——PTooka SBERT v2 LargeOpen+20%——PTookaBERT BaseOpen-24%——All PartAI 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
LicenceApache-2.0free for commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does Tooka SBERT cost?›
There is no per-unit API price: price not verified.
How good is Tooka SBERT, and what is it best at?›
#50 of 149 in Embeddings.
Is Tooka SBERT better than Arabic MiniLM L12 v2 All Nli Triplet?›
On MTEB Persian v2 · Reranking · Persian, Tooka SBERT scores 58.3 vs 58.7 — about the same.
When was Tooka SBERT released? Is there a newer version?›
Released 2024-12-07. It is the current version in its line.
Is Tooka SBERT open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Tooka SBERT locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Tooka SBERT?›
Tooka SBERT is an open-weights embeddings & retrieval model from PartAI, released Dec 2024.
What are the best alternatives to Tooka SBERT?›
EmbeddingGemma 300M (better), Bge M3 (open weights).