Tooka SBERT v2 Small measured on 9 of 261 Embeddings benchmarks9
BenchmarkByScoreRank
No benchmark matches
price not verifiedprice
70.1MTEB Persian v2
May 2025released
768Dimensions
1K tokensMax input
PersianLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+10%—$0.002Languages: not verified+1cOpenF2LLM v2 8Bunstated+17%——Memory (4-bit): 0.1 GB → 4.5 GB
BetterBge M3unstatedOpen+7%—$0.01Languages: not verified+1iBetterMultilingual E5 LargeunstatedOpen+5%—$0.01Memory (4-bit): 0.1 GB → 0.3 GB
BetterJina Embeddings v3unstatedOpen+6%—$0.05Memory (4-bit): 0.1 GB → 0.3 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 300MunstatedOpen+10%—$0.002Languages: not verified+1Bge M3unstatedOpen+7%—$0.01Languages: not verified+1iMultilingual E5 LargeunstatedOpen+5%—$0.01Memory (4-bit): 0.1 GB → 0.3 GBJina Embeddings v3unstatedOpen+6%—$0.05Memory (4-bit): 0.1 GB → 0.3 GBcF2LLM v2 14BunstatedOpen+19%——Memory (4-bit): 0.1 GB → 8.4 GBModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen+17%——Memory (4-bit): 0.1 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+16%——Memory (4-bit): 0.1 GB → 2.4 GBcF2LLM v2 1.7BunstatedOpen+14%——Memory (4-bit): 0.1 GB → 1 GBcF2LLM v2 0.6BunstatedOpen+10%——Memory (4-bit): 0.1 GB → 0.4 GBEmbeddingGemma 300MunstatedOpen+10%—$0.002Languages: not verified+1Run 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
Licencenot verified
Benchmarks
in Embeddings & RetrievalFAQ
How much does Tooka SBERT v2 Small cost?›
There is no per-unit API price: price not verified.
How good is Tooka SBERT v2 Small, and what is it best at?›
#23 of 149 in Embeddings.
Is Tooka SBERT v2 Small better than E5 Mistral 7B Instruct?›
On MTEB Persian v2 · Mean over task types · Persian, Tooka SBERT v2 Small scores 64.2 vs 64.9 — about the same.
When was Tooka SBERT v2 Small released? Is there a newer version?›
Released 2025-05-01. It is the current version in its line.
Is Tooka SBERT v2 Small open source?›
Yes, the weights are open (not specified licence).
Can I run Tooka SBERT v2 Small locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Tooka SBERT v2 Small?›
Tooka SBERT v2 Small is an open-weights embeddings & retrieval model from PartAI, released May 2025.
What are the best alternatives to Tooka SBERT v2 Small?›
EmbeddingGemma 300M (better), F2LLM v2 8B (open weights).