Can I run blip2-opt-2.7b on a Radeon RX 9070 XT?

Probably, at 4-bit

The published weights are too big, but a 4-bit version (about 2.11 GB) would fit, with room for ≈ 37K tokens of context. The site hasn't analyzed a GGUF of blip2-opt-2.7b yet.

Full analysis of blip2-opt-2.7b Everything that runs on Radeon RX 9070 XT

Files and context on Radeon RX 9070 XT

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 Radeon RX 9070 XT	Context (16-bit)	Context (8-bit)
As published	15.0 GB	Doesn't fit	—	—
4-bit (estimate)	2.11 GB	Fits	37K	73K

blip2-opt-2.7b on other hardware

NVIDIA H100Yes
RTX 5090Yes
RTX 4090Yes
RTX 3090Yes
RTX 5060 Ti 16 GBProbably, at 4-bit
RTX 3060 12 GBProbably, at 4-bit
RTX 4060Probably, at 4-bit
Radeon RX 9070 XTProbably, at 4-bit
Mac with 32 GBYes
Mac with 64 GBYes
Mac with 128 GBYes

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Assumes 90% of the card's memory is usable and at least 4K tokens of context for one conversation, with the context cache in 16-bit unless noted. Fits leaves at least 20% of that memory for context; Tight leaves less.