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158258b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 | #!/bin/bash
# The positive control for the capability probes: a model that unquestionably
# has the capability being asked about, run through the identical pipeline.
#
# sbatch scripts/ptb_probe_control.sbatch
# VARIANTS=base,neutral2,swap,reworded sbatch scripts/ptb_probe_control.sbatch
#
# This exists because a probe can fail for two reasons -- the model cannot do
# it, or the question is broken -- and only a control separates them. It has
# already earned its keep twice: it retired P1 v1 (the control scored 0.0945
# on an 8-way choice with a 0.394 majority line) and it validated P2 (0.883
# balanced against a 0.855 trivial policy). Run it before believing any
# number a base model produces.
#
# Qwen3.6-27B-instruct, the same weights the judge pool serves, at TP=2.
#SBATCH --job-name=ptb-probe-ctrl
#SBATCH --partition=h100
#SBATCH --account=midpri
#SBATCH --qos=midpri
#SBATCH --gres=gpu:2
#SBATCH --cpus-per-task=24
#SBATCH --mem=256G
#SBATCH --time=02:00:00
#SBATCH --output=logs/ptb-probe-ctrl-%j.out
set -euo pipefail
unset http_proxy https_proxy HTTP_PROXY HTTPS_PROXY no_proxy NO_PROXY X2P_PROXY_URL
REPO=/home/jiaruiliu/local/git-repos/auto-impl
cd "$REPO"
export HF_HOME=/lustre-storage/fsx_2/user/jiaruiliu/ptb-data/hf_cache
export HF_HUB_OFFLINE=1 TRANSFORMERS_OFFLINE=1 HF_DATASETS_OFFLINE=1
export TOKENIZERS_PARALLELISM=false
export VLLM_CACHE_ROOT="/tmp/vllm-cache-ctrl-${SLURM_JOB_ID}"
mkdir -p "$VLLM_CACHE_ROOT"
MODEL_PATH="${MODEL_PATH:-/lustre-storage/fsx_0/checkpoints/Qwen3.6-27B}"
OUT="${OUT:-analysis/out/probe_results/_control_Qwen3.6-27B_${TAG:-v3}.json}"
nvidia-smi -L
"$HOME/.venv-vllm-serve/bin/python" analysis/run_probes.py \
--model "$MODEL_PATH" \
--name "CONTROL-Qwen3.6-27B-instruct" \
--out "$OUT" \
--max-model-len "${MAX_MODEL_LEN:-4096}" \
--gpu-util "${GPU_UTIL:-0.90}" \
--tensor-parallel "${TP:-2}" \
--scoring "${SCORING:-pmi,letter}" \
--variants "${VARIANTS:-base}"
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