All MiniLM L12 v2 vs All Mpnet Base v2

All MiniLM L12 v2
$0.005 / 1M tokens
Wins 0 of 0 benchmarks
All Mpnet Base v2
$0.005 / 1M tokens
Wins 0 of 0 benchmarks
No benchmarks in this slice.

Specs

SpecAll MiniLM L12 v2All Mpnet Base v2
Price!$0.005!$0.005
Context0K0K
WeightsOpenOpen
ReleasedAug 2021Aug 2021
Dimensions384768
Max input0K tokens0K tokens
Languagesenen
Memory (4-bit)0 GB0.1 GB
LicenceApache-2.0Apache-2.0
Commercial useAllowedAllowed

What breaks when you switch

All MiniLM L12 v2 → All Mpnet Base v2
Re-embed your whole corpus›

Vectors from different models can't be mixed; dimensions change from 384 to 768.

Memory (4-bit): 0 GB → 0.1 GB
All Mpnet Base v2 → All MiniLM L12 v2
Re-embed your whole corpus›

Vectors from different models can't be mixed; dimensions change from 768 to 384.