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llm-speed

Can an M3 Ultra run DeepSeek-R1-0528-Qwen3-8B?

llm-speed has not measured DeepSeek-R1-0528-Qwen3-8B on M3 Ultra itself yet, so there is no llm-speed verdict. 1 community-submitted run exists (fastest 116.8 tok/s at 4-bit on mlx); community-submitted, not measured by llm-speed, so it gives no verdict.

1 signed run on llm-speed. Single-request decode speed in tokens per second; the short-chat workload unless noted. This run is 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

QuantRuntimeBuildDecode tok/s (best run)WorkloadRunsSource
4-bitmlx0.31.3116.8chat-short1Community-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.

Every measured row

RunDate (UTC)WorkloadQuantRuntime / buildPrompt tokensOutput tokensDecode tok/sPrefill tok/sTTFT msVRAM GiBSource
r_yy_6jfx70jq2026-07-12chat-short4-bitmlx · 0.31.3105256116.8424.5247–Community-submitted
r_yy_6jfx70jq2026-07-12chat-long4-bitmlx · 0.31.331421024100.51104.02846–Community-submitted
r_yy_6jfx70jq2026-07-12agent-trace4-bitmlx · 0.31.33242840107.21108.91884–Community-submitted
r_yy_6jfx70jq2026-07-12concurrent-decode4-bitmlx · 0.31.31024256110.6–––Community-submitted

Questions

Can an M3 Ultra run DeepSeek-R1-0528-Qwen3-8B?

llm-speed has not measured DeepSeek-R1-0528-Qwen3-8B on M3 Ultra itself yet, so there is no llm-speed verdict. 1 community-submitted run exists (fastest 116.8 tok/s at 4-bit on mlx); community-submitted, not measured by llm-speed, so it gives no verdict.

What did community runs measure for DeepSeek-R1-0528-Qwen3-8B on an M3 Ultra?

1 community-submitted run (community-submitted, not measured by llm-speed): 4-bit on mlx: 116.8 tok/s. They are listed for reference and give no llm-speed verdict.

Sources and related pages