初始化项目，由ModelHub XC社区提供模型

Model: jiamingshan/AHA-L2A-Qwen3-1.7B-repro
Source: Original Platform

recipe/scripts/eval_sweep.sh

@@ -0,0 +1,64 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+RECIPE="$(cd "$SCRIPT_DIR/.." && pwd)"
+REPO="$(cd "$RECIPE/.." && pwd)"
+OUTPUT_ROOT="${OUTPUT_ROOT:-$REPO/outputs}"
+EVAL_ROOT="${EVAL_ROOT:-$OUTPUT_ROOT/eval}"
+VANILLA_MODEL="${VANILLA_DIR:-$REPO}"
+AHA_MODEL="${AHA_MODEL:-$OUTPUT_ROOT/aha/stage2/checkpoint-25}"
+L2A_MODEL="${L2A_MODEL:-$OUTPUT_ROOT/l2a_style/stage2/checkpoint-25}"
+GPU_LIST="${GPU_LIST:-0}"
+THRESHOLDS=(0.45 0.50 0.525 0.55 0.575 0.60 0.625 0.65)
+BENCHMARKS=(ruler_a ruler_b babilong helmet mrcr)
+IFS=',' read -r -a GPUS <<< "$GPU_LIST"
+declare -A SLOT_PIDS=()
+mkdir -p "$EVAL_ROOT"
+
+for model in "$VANILLA_MODEL" "$AHA_MODEL" "$L2A_MODEL"; do
+  [[ -f "$model/config.json" ]] || { echo "Missing model: $model" >&2; exit 2; }
+done
+
+jobs=()
+for benchmark in "${BENCHMARKS[@]}"; do
+  jobs+=("vanilla|$VANILLA_MODEL|0.5|$benchmark")
+done
+for threshold in "${THRESHOLDS[@]}"; do
+  slug="${threshold/./}"
+  for benchmark in "${BENCHMARKS[@]}"; do
+    jobs+=("token_kv_head_t${slug}|$AHA_MODEL|$threshold|$benchmark")
+    jobs+=("token_t${slug}|$L2A_MODEL|$threshold|$benchmark")
+  done
+done
+
+launch() {
+  local gpu="$1" method="$2" model="$3" threshold="$4" benchmark="$5"
+  EVAL_ROOT="$EVAL_ROOT" RULER_LIMIT=20 BABILONG_LIMIT=50 \
+    AHA_GATE_HARD_THRESHOLD="$threshold" \
+    "$SCRIPT_DIR/eval_cell.sh" "$method" "$model" "$gpu" "$benchmark" &
+  LAST_PID="$!"
+}
+
+for i in "${!jobs[@]}"; do
+  slot=$((i % ${#GPUS[@]}))
+  if [[ -n "${SLOT_PIDS[$slot]:-}" ]]; then
+    wait "${SLOT_PIDS[$slot]}"
+  fi
+  IFS='|' read -r method model threshold benchmark <<< "${jobs[$i]}"
+  launch "${GPUS[$slot]}" "$method" "$model" "$threshold" "$benchmark"
+  SLOT_PIDS[$slot]="$LAST_PID"
+done
+
+status=0
+for pid in "${SLOT_PIDS[@]}"; do
+  wait "$pid" || status=1
+done
+[[ "$status" == 0 ]] || exit "$status"
+
+python "$SCRIPT_DIR/summarize_qwen1p7b_router_granularity_20260714.py" \
+  --repo "$REPO" \
+  --eval-root "$EVAL_ROOT" \
+  --baseline-root "$EVAL_ROOT/vanilla" \
+  --input-dir "$RECIPE/data/eval_inputs" \
+  --output-dir "$OUTPUT_ROOT/summary"