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Can a DGX Spark 128GB (NVIDIA, ASUS, Dell, Lenovo, HP, MSI, Acer, Gigabyte) run Llama 3.2 Vision 11B?

Yes. Llama 3.2 Vision 11B fits in fast memory on DGX Spark 128GB (NVIDIA, ASUS, Dell, Lenovo, HP, MSI, Acer, Gigabyte) at Q8_0 (13.5 GB needed, 108.8 GB usable), about 17 tok/s (estimate).

Hardware: DGX Spark 128GB (NVIDIA, ASUS, Dell, Lenovo, HP, MSI, Acer, Gigabyte) · Model: Llama 3.2 Vision 11B

DGX Spark 128GB (NVIDIA, ASUS, Dell, Lenovo, HP, MSI, Acer, Gigabyte) has 128 GB of unified memory and 273 GB/s of memory bandwidth. DGX OS keeps about 15% of unified memory, so Ollama can use 108.8 GB. Llama 3.2 Vision 11B (10.7B, Meta) at Q8_0 is a 12 GB download and needs 13.5 GB with headroom for about 8k tokens.

Best quantQ8_0
Download size12 GB
Memory needed13.5 GB
Usable fast memory108.8 GB
Fitfits in fast memory
Estimated speed~17 tok/s (estimate)
Commandollama run llama3.2-vision:11b-instruct-q8_0
Open DGX Spark 128GB (NVIDIA, ASUS, Dell, Lenovo, HP, MSI, Acer, Gigabyte) in the checker

Estimates, not benchmarks. Model sizes are ollama.com download sizes; memory needed adds headroom for ~8k tokens of context; speeds are rough figures from memory bandwidth. Data updated 2026-10-23.

A project by OnDevice Labs · llms.txt