Leaderboard/RTX 5090/Qwen2.5-Coder-7B-Instruct

Can an RTX 5090 run Qwen2.5-Coder-7B-Instruct?

llm-speed has not measured Qwen2.5-Coder-7B-Instruct on RTX 5090 itself yet, so there is no llm-speed verdict. 2 community-submitted runs exist (fastest 255.3 tok/s at an unreported quant on llama.cpp); community-submitted, not measured by llm-speed, so they give no verdict.

2 signed runs on llm-speed. Single-request decode speed in tokens per second; the short-chat workload unless noted. All 2 runs are community-submitted (signed on the submitter's own machine, not measured by llm-speed, and not used for llm-speed verdicts). Verdicts and headline numbers use only llm-speed's own runs and fit tests.

Measured tok/s by quant and runtime

Quant	Runtime	Build	Decode tok/s (best run)	Workload	Runs	Source
not reported	llama.cpp	not reported	255.3	chat-short	2	Community-submitted

llm-speed has not measured this pair itself, so there is no llm-speed verdict or fastest quant. The rows above are community-submitted, not measured by llm-speed.

VRAM: not recorded for these runs. The VRAM calculator gives an estimate (predicted, not measured).

Every measured row

Run	Date (UTC)	Workload	Quant	Runtime / build	Prompt tokens	Output tokens	Decode tok/s	Prefill tok/s	TTFT ms	VRAM GiB	Source
r_2b9o6y_49mi	2026-07-01	chat-short	–	llama.cpp · not reported	0	256	255.3	–	35	–	Community-submitted
r_mln72x5zbis	2026-07-01	chat-short	–	llama.cpp · not reported	0	256	244.9	–	36	–	Community-submitted
r_2b9o6y_49mi	2026-07-01	chat-long	–	llama.cpp · not reported	0	489	244.0	–	228	–	Community-submitted
r_2b9o6y_49mi	2026-07-01	agent-trace	–	llama.cpp · not reported	3362	840	229.9	38735.2	57	–	Community-submitted
r_2b9o6y_49mi	2026-07-01	concurrent-decode	–	llama.cpp · not reported	1024	256	254.0	–	–	–	Community-submitted

Questions