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Can I run dots.ocr on a Radeon RX 9070 XT?

Yes

Its published weights (6.08 GB) fit in the 14.4 GB a Radeon RX 9070 XT can use, with room for ≈ 128K tokens of context.

Full analysis of dots.ocr Everything that runs on Radeon RX 9070 XT Get the weights on Hugging Face
hf download dots-studio/dots.ocr

Files and context on Radeon RX 9070 XT

Each file of dots.ocr (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.

FileSizeOn Radeon RX 9070 XT Context (16-bit)Context (8-bit)
As published6.08 GBFits128K128K
4-bit (estimate)1.71 GBFits128K128K

dots.ocr on other hardware

Popular models that run on Radeon RX 9070 XT

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.