File size: 2,313 Bytes
778d47d | 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 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 | #!/bin/bash
#SBATCH --job-name=vl
#SBATCH --partition=gpu-large
#SBATCH --qos=batch-long
#SBATCH --gres=gpu:h200:1
#SBATCH --cpus-per-task=8
#SBATCH --mem=120G
#SBATCH --time=08:00:00
#SBATCH --output=/weka/s225250685/mats-tist/slurm_logs/eval_selector_v5_%j.out
# Phase 3 — Pairwise tournament eval for selector v5.
# Serve the trained Llama-3B selector with vLLM, then run pairwise tournament
# eval on paper-format K=8 dev rollouts.
set -u
cd /weka/s225250685/mats-tist
set -a; source /weka/s225250685/mats-tist/.env; set +a
export HF_HOME=/weka/s225250685/Huggingface HF_HUB_CACHE=/weka/s225250685/Huggingface/hub
export PYTHONNOUSERSITE=1 NO_PROXY=localhost,127.0.0.1 no_proxy=localhost,127.0.0.1
export PYTHONPATH=/weka/s225250685/mats-tist TOKENIZERS_PARALLELISM=false
export DB_EXEC_API_DISABLE=1
PY=/weka/s225250685/conda-envs/handbook/bin/python
VLLM=/weka/s225250685/conda-envs/handbook/bin/vllm
SELECTOR_CKPT=${SELECTOR_CKPT:-alignment-handbook/output/selector-llama3b-v5-pairwise-rich}
LABEL=${LABEL:-v5_paper_SFT_VF}
DEV_FILE=${DEV_FILE:-eval_results/paper_SFT_VF_passAt8_bird_dev.jsonl}
LOG=/weka/s225250685/mats-tist/slurm_logs/eval_selector_v5_${SLURM_JOB_ID}.log
: > "$LOG"
kill_vllm() { pkill -9 -f "vllm serve" 2>/dev/null || true; sleep 5; }
trap kill_vllm EXIT
wait_url() {
for i in {1..360}; do
curl --noproxy '*' -fs "$1" >/dev/null 2>&1 && return 0
sleep 5
done
return 1
}
echo "[$(date)] Serving selector: $SELECTOR_CKPT" | tee -a "$LOG"
$VLLM serve "$SELECTOR_CKPT" \
--served-model-name selector --port 8103 \
--dtype bfloat16 \
--gpu-memory-utilization 0.85 \
--max-model-len 4096 \
--enforce-eager \
--disable-log-requests \
> "$LOG.serve" 2>&1 &
if ! wait_url http://localhost:8103/v1/models; then
echo "[$(date)] selector failed to come up" | tee -a "$LOG"
tail -200 "$LOG.serve" | tee -a "$LOG"
exit 1
fi
echo "[$(date)] selector ready" | tee -a "$LOG"
echo "[$(date)] Running pairwise tournament on $DEV_FILE..." | tee -a "$LOG"
$PY scripts/compute_bestofn_pairwise_v5.py \
"$DEV_FILE" "$LABEL" \
--selector_host http://localhost:8103 \
--model_name selector \
--threads 16 \
--out_dir eval_results \
2>&1 | tee -a "$LOG.eval"
echo "[$(date)] DONE" | tee -a "$LOG"
kill_vllm
|