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Can I run surya-ocr-2-gguf on an RTX 3060 12 GB?

Yes

Its surya-2 file (1.27 GB) fits in the 10.8 GB an RTX 3060 12 GB can use, with room for ≈ 256K tokens of context.

Full analysis of surya-ocr-2-gguf Everything that runs on RTX 3060 12 GB Get the surya-2 file on Hugging Face
ollama run hf.co/datalab-to/surya-ocr-2-gguf

Files and context on RTX 3060 12 GB

Each file of surya-ocr-2-gguf (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 RTX 3060 12 GB Context (16-bit)Context (8-bit)
surya-21.27 GBFits256K256K

surya-ocr-2-gguf on other hardware

Popular models that run on RTX 3060 12 GB

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.