Tooka SBERT measured on 9 of 194 Embeddings benchmarks9
BenchmarkByScoreRank
No benchmark matches
price not verifiedprice
58.3MTEB Persian v2
Dec 2024released
1,024Dimensions
1K tokensMax input
PersianLanguages
Alternatives?
ModelScoreCostPriceWhat changes
MBetterHakim+21%——Languages: not verifiedcOpenF2LLM v2 8Bunstated+13%——Memory (4-bit): 0.2 GB → 4.5 GBMBetterHakim Small+17%——cBetterF2LLM v2 14BunstatedOpen+14%——Memory (4-bit): 0.2 GB → 8.4 GBcBetterF2LLM v2 4BunstatedOpen+10%——Memory (4-bit): 0.2 GB → 2.4 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
MHakim+21%——Languages: not verifiedMHakim Small+17%——cF2LLM v2 14BunstatedOpen+14%——Memory (4-bit): 0.2 GB → 8.4 GBcF2LLM v2 8BunstatedOpen+13%——Memory (4-bit): 0.2 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+10%——Memory (4-bit): 0.2 GB → 2.4 GBModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen+13%——Memory (4-bit): 0.2 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+10%——Memory (4-bit): 0.2 GB → 2.4 GBcF2LLM v2 1.7BunstatedOpen+8%——Memory (4-bit): 0.2 GB → 1 GBPTookaBERT BaseOpen+6%——cF2LLM v2 0.6BunstatedOpen+6%——Memory (4-bit): 0.2 GB → 0.4 GBModelScoreCostPriceWhat changes
PTookaBERT BaseOpen+6%——PTooka SBERT v2 LargeOpen+5%——PTooka SBERT v2 SmallOpensame——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 Tooka SBERT v2 Small?›
On MTEB Persian v2 · Classification · Persian, Tooka SBERT scores 67.2 vs 67.7 — 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?›
Hakim (better), F2LLM v2 8B (open weights).