Can I run OvisOCR3 on a Radeon RX 7900 XTX?

Yes

Its published weights (1.71 GB) fit in the 21.6 GB a Radeon RX 7900 XTX can use, with room for ≈ 256K tokens of context.

Full analysis of OvisOCR3 Everything that runs on Radeon RX 7900 XTX Get the weights on Hugging Face

hf download ATH-MaaS/OvisOCR3

Files and context on Radeon RX 7900 XTX

Each file of OvisOCR3 (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 7900 XTX	Context (16-bit)	Context (8-bit)
As published	1.71 GB	Fits	256K	256K
4-bit (estimate)	480 MB	Fits	256K	256K

OvisOCR3 on other hardware

NVIDIA H100Yes
RTX 5090Yes
RTX 4090Yes
RTX 3090Yes
RTX 5060 Ti 16 GBYes
RTX 3060 12 GBYes
RTX 4060Yes
Radeon RX 7900 XTXYes
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.