#!/bin/bash #SBATCH --job-name=vl #SBATCH --partition=gpu-large #SBATCH --qos=batch-long #SBATCH --gres=gpu:h200:2 #SBATCH --cpus-per-task=8 #SBATCH --mem=180G #SBATCH --time=03:00:00 #SBATCH --output=/weka/s225250685/mats-tist/slurm_logs/gen_bird_yes_only_variations_%j.out # Generate K=7 wrong-SQL variations for the 3128 BIRD-train YES-only questions # using Qwen-2.5-72B (TP=2). 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 PY=/weka/s225250685/conda-envs/handbook/bin/python VLLM=/weka/s225250685/conda-envs/handbook/bin/vllm LOG=/weka/s225250685/mats-tist/slurm_logs/gen_bird_yes_only_variations_${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..720}; do curl --noproxy '*' -fs "$1" >/dev/null 2>&1 && return 0; sleep 5; done; return 1; } $VLLM serve "Qwen/Qwen2.5-72B-Instruct" \ --served-model-name teacher --port 8200 \ --dtype bfloat16 --tensor-parallel-size 2 \ --gpu-memory-utilization 0.92 --max-model-len 4096 \ --max-num-seqs 32 --enforce-eager --disable-log-requests \ > "${LOG}.serve" 2>&1 & wait_url http://localhost:8200/v1/models || { echo "teacher failed" | tee -a "$LOG"; exit 1; } $PY scripts/gen_synsql_wrong_variations.py \ --input data/external/bird_yes_only.jsonl \ --out data/external/bird_yes_only_with_variations.jsonl \ --teacher_host http://localhost:8200 \ --k_wrong 7 --threads 32 --resume \ 2>&1 | tee -a "${LOG}.gen" echo "[$(date)] DONE" | tee -a "$LOG" kill_vllm