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aituner/configs/examples/dash0_qwen27b_tight_slo_baseline_proposal.json

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{
"observation": "The incumbent should start from the exact known launch-safe qwen3.5-27b serving recipe on dash0 before asking the LLM to optimize throughput per GPU above that baseline.",
"diagnosis": "This model uses a long-context hybrid stack and fp8 quantization. The correct first measurement is to preserve the TP1 run_qwen27b.sh baseline exactly, then let later trials explore TP/DP and runtime knobs from that anchor.",
"config_patch": {
"env_patch": {},
"flag_patch": {}
},
"expected_effects": [
"Launch-safe TP1 baseline exactly aligned with run_qwen27b.sh",
"Reliable first incumbent for per-GPU comparison under the tighter TTFT and TPOT SLO",
"Clean anchor before topology exploration across TP*DP groups"
],
"why_not_previous_failures": "This baseline intentionally introduces no patch at all, so it cannot repeat previous tuning-only failures."
}