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Can a RX 7600 8GB run Laya 421M (Convai, decision)?

Yes. Laya 421M (Convai, decision) fits in fast memory on RX 7600 8GB at BF16 (1.5 GB needed, 7.5 GB usable), about 206 tok/s (estimate).

Hardware: RX 7600 8GB · Model: Laya 421M (Convai, decision)

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. Laya 421M (Convai, decision) (0.421B, Convai Innovations) at BF16 is a 0.84 GB download and needs 1.5 GB with headroom for about 8k tokens.

Best quantBF16
Download size0.84 GB
Memory needed1.5 GB
Usable fast memory7.5 GB
Fitfits in fast memory
Estimated speed~206 tok/s (estimate)
Commandollama run laya:421m-english-bf16
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