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+18%—$0.002Languages: not verifiedcOpenF2LLM v2 8Bunstated+33%——Memory (4-bit): 0.2 GB → 4.5 GB
BetterBge M3unstatedOpen+3%—$0.01Languages: not verified+1
BetterJina Embeddings v3unstatedOpen+11%—$0.05Memory (4-bit): 0.2 GB → 0.3 GBcBetterF2LLM v2 14BunstatedOpen+41%——Memory (4-bit): 0.2 GB → 8.4 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 300MunstatedOpen+18%—$0.002Languages: not verifiedBge M3unstatedOpen+3%—$0.01Languages: not verified+1Jina Embeddings v3unstatedOpen+11%—$0.05Memory (4-bit): 0.2 GB → 0.3 GBcF2LLM v2 14BunstatedOpen+41%——Memory (4-bit): 0.2 GB → 8.4 GBMHakim+40%——Languages: not verifiedModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen+33%——Memory (4-bit): 0.2 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+30%——Memory (4-bit): 0.2 GB → 2.4 GBcF2LLM v2 1.7BunstatedOpen+24%——Memory (4-bit): 0.2 GB → 1 GBcF2LLM v2 0.6BunstatedOpen+18%——Memory (4-bit): 0.2 GB → 0.4 GBEmbeddingGemma 300MunstatedOpen+18%—$0.002Languages: not verifiedModelScoreCostPriceWhat changes
PTooka SBERT v2 LargeOpen-10%——PTooka SBERT v2 SmallOpen-24%——PTookaBERT BaseOpen-86%——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 F2LLM v2 160M?›
On MTEB Persian v2 · Bitext Mining · Persian, Tooka SBERT scores 59.1 vs 60.2 — lower.
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), F2LLM v2 8B (open weights).