Can I run blip2-opt-2.7b on an RTX 3060 12 GB?
Probably, at 4-bit
The published weights are too big, but a 4-bit version (about 2.11 GB) would fit, with room for ≈ 26K tokens of context. The site hasn't analyzed a GGUF of blip2-opt-2.7b yet.
Files and context on RTX 3060 12 GB
Each file of blip2-opt-2.7b (and of GGUF versions the site has analyzed), and how much context fits next to it, with the context cache in 16-bit or 8-bit.
| File | Size | On RTX 3060 12 GB | Context (16-bit) | Context (8-bit) |
|---|---|---|---|---|
| As published | 15.0 GB | Doesn't fit | — | — |
| 4-bit (estimate) | 2.11 GB | Fits | 26K | 52K |