Can I run Tinfield-1 on a Mac with 512 GB?

Yes, just

Its published weights (360 GB) fit in the 384 GB a Mac with 512 GB can use, with room for ≈ 256K tokens of context.

Full analysis of Tinfield-1 Everything that runs on Mac with 512 GB Get the weights on Hugging Face

hf download badtheorylabs/Tinfield-1

Files and context on Mac with 512 GB

Each file of Tinfield-1 (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 Mac with 512 GB	Context (16-bit)	Context (8-bit)
As published	360 GB	Tight	256K	256K
4-bit (estimate)	101 GB	Fits	256K	256K

Tinfield-1 on other hardware

NVIDIA H100No
RTX 5090No
RTX 4090No
RTX 3090No
RTX 5060 Ti 16 GBNo
RTX 3060 12 GBNo
RTX 4060No
Mac with 32 GBNo
Mac with 64 GBNo
Mac with 128 GBNo
Mac with 512 GBYes, just

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Assumes 75% of the Mac's memory is usable (macOS's default limit for the GPU; it can be raised) 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.