self-host onlyprice
—main score
Jul 2025released
1,536Dimensions
33K tokensMax input
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
all categoriesEmbeddings & Retrieval
MMEB-V2lab63
FAQ
How much does Ops MM Embedding v1 2B cost?›
There is no per-unit API price: self-host only.
Is Ops MM Embedding v1 2B free to use?›
There is no free API. The weights are open, so you can run it yourself.
When was Ops MM Embedding v1 2B released? Is there a newer version?›
Released 2025-07-03. It is the current version in its line.
Is Ops MM Embedding v1 2B open source?›
Yes, the weights are open (Apache-2.0 licence).
Can I run Ops MM Embedding v1 2B locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
What is Ops MM Embedding v1 2B?›
Ops MM Embedding v1 2B is an open-weights embeddings & retrieval model from OpenSearch-AI, released Jul 2025.