File size: 2,650 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 | #!/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=180G
#SBATCH --time=04:00:00
#SBATCH --output=/weka/s225250685/mats-tist/slurm_logs/eval_two_selector_%j.out
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
V6_CKPT=alignment-handbook/output/selector-qwen7b-v6-pointwise-rich
BASE_CKPT=alignment-handbook/output/sft-selector-3B-griffith-v5
DEV_FILE=eval_results/paper_SFT_VF_passAt8_bird_dev.jsonl
LOG=/weka/s225250685/mats-tist/slurm_logs/eval_two_selector_${SLURM_JOB_ID}.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 v6 7B selector on port 8103..." | tee -a "$LOG"
$VLLM serve "$V6_CKPT" \
--served-model-name selector_v6 --port 8103 \
--dtype bfloat16 --gpu-memory-utilization 0.45 \
--max-model-len 4096 --enforce-eager --disable-log-requests \
> "$LOG.serve_v6" 2>&1 &
echo "[$(date)] Serving baseline 3B selector on port 8104..." | tee -a "$LOG"
$VLLM serve "$BASE_CKPT" \
--served-model-name selector_base --port 8104 \
--dtype bfloat16 --gpu-memory-utilization 0.40 \
--max-model-len 4096 --enforce-eager --disable-log-requests \
> "$LOG.serve_base" 2>&1 &
wait_url http://localhost:8103/v1/models || { echo "v6 failed"; exit 1; }
wait_url http://localhost:8104/v1/models || { echo "base failed"; exit 1; }
echo "[$(date)] both selectors ready" | tee -a "$LOG"
for CONF in "1.0 1.0 0.3" "1.0 0.5 0.3" "0.5 1.0 0.3" "1.0 1.0 0.0" "2.0 1.0 0.3" "1.0 2.0 0.3"; do
read W1 W2 WM <<<"$CONF"
TAG=$(echo "${W1}_${W2}_${WM}" | tr '.' '_')
echo "[$(date)] Eval w_v6=$W1 w_base=$W2 w_maj=$WM" | tee -a "$LOG"
$PY scripts/compute_bestofn_two_selector.py \
"$DEV_FILE" "two_${TAG}" \
--host_v6 http://localhost:8103 --host_base http://localhost:8104 \
--threads 12 \
--w_v6 $W1 --w_base $W2 --w_maj $WM --w_pok 0.5 --w_fix 0.3 \
--out_dir eval_results 2>&1 | tee -a "$LOG.eval_${TAG}"
done
echo "[$(date)] DONE" | tee -a "$LOG"
kill_vllm
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