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isokl_steering_calibration/scripts/sweep.sh
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2026-05-05 06:17:25 +08:00

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#!/usr/bin/env bash
# Sweep: model x method x seed x window. Edit the lists to taste.
set -euo pipefail
cd "$(dirname "$0")/.."
MODELS=("Qwen/Qwen2.5-0.5B-Instruct" "Qwen/Qwen2.5-1.5B-Instruct" "meta-llama/Llama-3.2-1B-Instruct")
METHODS=("mean_diff" "directional_ablation" "pca")
SEEDS=(0 1 2)
WINDOWS=(20 50)
for model in "${MODELS[@]}"; do
for method in "${METHODS[@]}"; do
for seed in "${SEEDS[@]}"; do
for window in "${WINDOWS[@]}"; do
run_id="$(basename "$model")_${method}_s${seed}_w${window}"
if [ -f "outputs/${run_id}/calib.json" ]; then
echo "skip ${run_id}"; continue
fi
echo "=== ${run_id} ==="
uv run --extra all python scripts/run_cell.py \
--model "$model" --method "$method" --seed "$seed" --window "$window"
done
done
done
done
uv run --extra all python scripts/aggregate.py --runs-root outputs --out figs