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Can a RX 7600 8GB run Gemma 4 12B?

Yes, with partial offload (slower). Gemma 4 12B on RX 7600 8GB at Q4_K_M uses system RAM (9.6 GB needed, 7.5 GB usable), about 13 tok/s (estimate).

Hardware: RX 7600 8GB · Model: Gemma 4 12B

RX 7600 8GB has 8 GB of VRAM and 288 GB/s of memory bandwidth. The checker holds back 0.5 GB of VRAM for the driver and assumes 16 GB of system RAM, so fast memory usable by Ollama is 7.5 GB. Partial offload may also use 60% of that system RAM. Gemma 4 12B (12B, Google) at Q4_K_M is a 8 GB download and needs 9.6 GB with headroom for about 8k tokens.

Best quantQ4_K_M
Download size8 GB
Memory needed9.6 GB
Usable fast memory7.5 GB
Fitpartial offload (slower)
Estimated speed~13 tok/s (estimate)
Commandollama run gemma4:12b-it-q4_K_M
Open RX 7600 8GB 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