Can I run TeleOCR on a Mac with 256 GB?

Yes

Its published weights (2.83 GB) fit in the 192 GB a Mac with 256 GB can use, with room for ≈ 125K tokens of context.

Full analysis of TeleOCR Everything that runs on Mac with 256 GB Get the weights on Hugging Face

hf download StarDoc-AI/TeleOCR

Files and context on Mac with 256 GB

Each file of TeleOCR (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 256 GB	Context (16-bit)	Context (8-bit)
As published	2.83 GB	Fits	125K	125K
4-bit (estimate)	796 MB	Fits	125K	125K

TeleOCR on other hardware

NVIDIA H100Yes
RTX 5090Yes
RTX 4090Yes
RTX 3090Yes
RTX 5060 Ti 16 GBYes
RTX 3060 12 GBYes
RTX 4060Yes
Mac with 32 GBYes
Mac with 64 GBYes
Mac with 128 GBYes
Mac with 256 GBYes

Popular models that run on Mac with 256 GB

Qwen3-0.6BQwen · 752M
Qwen3-VL-8B-InstructQwen · 8.77B
gpt2openai-community · 137M
Qwen3-8BQwen · 8.19B
Qwen3-Coder-30B-A3B-Instruct-GGUFunsloth · 30.5B
gemma-4-26B-A4B-itgoogle · 25.8B
Qwen2.5-7B-InstructQwen · 7.62B
Qwen3.5-9BQwen · 9.65B

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.