TookaBERT Base measured on 9 of 261 Embeddings benchmarks9
BenchmarkByScoreRank
No benchmark matches
price not verifiedprice
44.2MTEB Persian v2
Dec 2024released
768Dimensions
1K tokensMax input
PersianLanguages
Alternatives?
ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen×8.4—$0.002Languages: not verified+1cOpenF2LLM v2 8Bunstated×9.5——Memory (4-bit): 0.1 GB → 4.5 GB
BetterBge M3unstatedOpen×7.4—$0.01Languages: not verified+1iBetterMultilingual E5 LargeunstatedOpen×6.8—$0.01Memory (4-bit): 0.1 GB → 0.3 GB
BetterText Embedding 3 Smallunstated×6.2—$0.02Languages: not verifiedModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
EmbeddingGemma 300MunstatedOpen×8.4—$0.002Languages: not verified+1Bge M3unstatedOpen×7.4—$0.01Languages: not verified+1iMultilingual E5 LargeunstatedOpen×6.8—$0.01Memory (4-bit): 0.1 GB → 0.3 GBText Embedding 3 Smallunstated×6.2—$0.02Languages: not verifiediE5 Mistral 7B InstructunstatedOpen×5.4—$0.022Memory (4-bit): 0.1 GB → 4.3 GBModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen×9.5——Memory (4-bit): 0.1 GB → 4.5 GBcF2LLM v2 4BunstatedOpen×9.3——Memory (4-bit): 0.1 GB → 2.4 GBcF2LLM v2 1.7BunstatedOpen×8.8——Memory (4-bit): 0.1 GB → 1 GBcF2LLM v2 0.6BunstatedOpen×8.4——Memory (4-bit): 0.1 GB → 0.4 GBEmbeddingGemma 300MunstatedOpen×8.4—$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
LicenceApache-2.0free for commercial use
Benchmarks
in Embeddings & RetrievalFAQ
How much does TookaBERT Base cost?›
There is no per-unit API price: price not verified.
How good is TookaBERT Base, and what is it best at?›
#66 of 149 in Embeddings.
Is TookaBERT Base better than Fabert?›
On MTEB Persian v2 · Bitext Mining · Persian, TookaBERT Base scores 8.3 vs 9.3 — lower.
When was TookaBERT Base released? Is there a newer version?›
Released 2024-12-08. It is the current version in its line.
Is TookaBERT Base open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run TookaBERT Base locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is TookaBERT Base?›
TookaBERT Base is an open-weights embeddings & retrieval model from PartAI, released Dec 2024.
What are the best alternatives to TookaBERT Base?›
EmbeddingGemma 300M (better), F2LLM v2 8B (open weights).