#!/bin/bash # Exp 0 feasibility gate for one config: launch vLLM, record startup facts, # run the smoke subsets through `vllm bench serve`, run a KL probe, stop. # Usage: ./exp0.sh V-BF16|V-BF16-FI|V-FP8|V-FP4 set -u CFG=$1 source ~/kvq-env/bin/activate MODEL=~/models/Qwen3.8-27B case $CFG in V-BF16) KV=bfloat16; BE=FLASH_ATTN ;; V-BF16-FI) KV=bfloat16; BE=FLASHINFER ;; V-FP8) KV=fp8_e4m3; BE=FLASH_ATTN ;; V-FP4) KV=nvfp4; BE=FLASHINFER ;; *) echo "unknown config $CFG"; exit 2 ;; esac OUT=~/bench/exp0/$CFG; mkdir -p $OUT; S=~/bench/data/smoke LOG=$OUT/server.log echo "== $CFG: kv=$KV backend=$BE $(date -u)" vllm serve $MODEL --served-model-name Qwen/Qwen3.8-27B --port 8000 --dtype bfloat16 \ --max-model-len 163840 --gpu-memory-utilization 0.90 --reasoning-parser qwen3 --seed 0 \ --kv-cache-dtype $KV --attention-backend $BE > $LOG 2>&1 & PID=$! # Wait up to 30 min for the server (first FlashInfer start JIT-compiles kernels). for i in $(seq 1 180); do if curl -sf localhost:8000/health >/dev/null; then echo "server ready after $((i*10))s"; break; fi if ! kill -0 $PID 2>/dev/null; then echo "SERVER_EXITED"; tail -40 $LOG; echo "EXP0_FAIL $CFG"; exit 1; fi sleep 10 done curl -sf localhost:8000/health >/dev/null || { echo "SERVER_TIMEOUT"; tail -40 $LOG; kill $PID; echo "EXP0_FAIL $CFG"; exit 1; } echo "== startup facts" grep -iE "kv cache|attention backend|Using .*backend|maximum concurrency|cache_dtype|kv_cache_dtype|nvfp4|fp8" $LOG \ | grep -v "Gloo\|NCCL" | tail -15 | tee $OUT/startup_facts.txt BENCH="vllm bench serve --backend openai-chat --endpoint /v1/chat/completions --base-url http://localhost:8000 \ --model Qwen/Qwen3.8-27B --tokenizer $MODEL --skip-chat-template --disable-shuffle --no-oversample \ --custom-output-len -1 --save-result --save-detailed --result-dir $OUT --num-warmups 0" run() { # name file n concurrency effort temperature [extra args] local name=$1 file=$2 n=$3 conc=$4 eff=$5 temp=$6; shift 6 echo "== bench $name" $BENCH --dataset-path $S/$file --num-prompts $n --max-concurrency $conc --temperature $temp \ --extra-body "{\"reasoning_effort\":\"$eff\"}" --result-filename $name.json "$@" 2>&1 \ | grep -E "Successful requests|Failed requests|Benchmark duration|Mean TTFT|Output token throughput|Error|Traceback" } run ruler_4k ruler_4k_26.jsonl 26 26 low 0 --dataset-name custom run ruler_128k ruler_128k_13.jsonl 13 4 low 0 --dataset-name custom run docvqa docvqa_20.jsonl 20 20 low 0 --dataset-name custom_image --custom-ensure-client-side-data --custom-output-len 16384 run gpqa gpqa_8.jsonl 8 8 xhigh 1.0 --dataset-name custom --top-p 0.95 --top-k 20 run lcb lcb_10.jsonl 10 10 xhigh 1.0 --dataset-name custom --top-p 0.95 --top-k 20 echo "== KL probe" python ~/bench/kl_probe.py --out $OUT/kl_probe.json 2>&1 | tail -3 kill $PID; wait $PID 2>/dev/null echo "EXP0_OK $CFG $(date -u)"