TookaBERT Base measured on 9 of 194 Embeddings benchmarks9
BenchmarkByScoreRank
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price not verifiedprice
44.2MTEB Persian v2
Dec 2024released
768Dimensions
1K tokensMax input
PersianLanguages
Alternatives?
ModelScoreCostPriceWhat changes
MBetterHakim+14%——Languages: not verifiedcOpenF2LLM v2 8Bunstated+6%——Memory (4-bit): 0.1 GB → 4.5 GBMBetterHakim Small+10%——cBetterF2LLM v2 14BunstatedOpen+8%——Memory (4-bit): 0.1 GB → 8.4 GBcBetterF2LLM v2 4BunstatedOpen+4%——Memory (4-bit): 0.1 GB → 2.4 GBModelScoreCostPriceWhat changes
Nothing here yet.
ModelScoreCostPriceWhat changes
MHakim+14%——Languages: not verifiedMHakim Small+10%——cF2LLM v2 14BunstatedOpen+8%——Memory (4-bit): 0.1 GB → 8.4 GBcF2LLM v2 8BunstatedOpen+6%——Memory (4-bit): 0.1 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+4%——Memory (4-bit): 0.1 GB → 2.4 GBModelScoreCostPriceWhat changes
cF2LLM v2 8BunstatedOpen+6%——Memory (4-bit): 0.1 GB → 4.5 GBcF2LLM v2 4BunstatedOpen+4%——Memory (4-bit): 0.1 GB → 2.4 GBcF2LLM v2 1.7BunstatedOpen+2%——Memory (4-bit): 0.1 GB → 1 GBcF2LLM v2 0.6BunstatedOpensame——Memory (4-bit): 0.1 GB → 0.4 GBHBert Base Parsbert UncasedOpensame——Languages: not verifiedRun 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 F2LLM v2 1.7B?›
On MTEB Persian v2 · Classification · Persian, TookaBERT Base scores 71.2 vs 72.4 — 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?›
Hakim (better), F2LLM v2 8B (open weights).