| #!/bin/bash |
| |
| set -e |
| cd /home/datht/mats-sql-tist |
|
|
| EVAL_INPUT=data/sft_bird_with_evidence_dev_text2sql.json |
| [ ! -f "$EVAL_INPUT" ] && EVAL_INPUT=data/sft_bird_dev_with_evidence_text2sql_new.json |
|
|
| V_SFT=alignment-handbook/output/qwen-coder0.5b-bird-validator-sft |
| F_SFT=alignment-handbook/output/qwen-coder0.5b-bird-fixer-sft |
| F_ORPO=alignment-handbook/output/qwen-coder0.5b-bird-fixer-orpo |
| P_INDEP=alignment-handbook/output/qwen-coder0.5b-bird-planner-INDEP-orpo |
| P_COLLAB=alignment-handbook/output/qwen-coder0.5b-bird-planner-COLLAB-orpo |
|
|
| VLLM=/home/datht/anaconda3/envs/llm/bin/vllm |
|
|
| run_eval_bestof8() { |
| local LABEL=$1 P_CKPT=$2 V_CKPT=$3 F_CKPT=$4 |
| echo "" |
| echo "==== $LABEL ====" |
| pkill -f "vllm serve" 2>/dev/null || true |
| sleep 8 |
|
|
| CUDA_VISIBLE_DEVICES=0 $VLLM serve "$P_CKPT" \ |
| --served-model-name planner --port 8100 --dtype bfloat16 \ |
| --gpu-memory-utilization 0.28 --enforce-eager --max-model-len 4096 \ |
| > /tmp/collab_eval_p.log 2>&1 & |
| sleep 3 |
| CUDA_VISIBLE_DEVICES=0 $VLLM serve "$V_CKPT" \ |
| --served-model-name validator --port 8101 --dtype bfloat16 \ |
| --gpu-memory-utilization 0.28 --enforce-eager --max-model-len 4096 \ |
| > /tmp/collab_eval_v.log 2>&1 & |
| sleep 3 |
| CUDA_VISIBLE_DEVICES=0 $VLLM serve "$F_CKPT" \ |
| --served-model-name fixer --port 8102 --dtype bfloat16 \ |
| --gpu-memory-utilization 0.28 --enforce-eager --max-model-len 4096 \ |
| > /tmp/collab_eval_f.log 2>&1 & |
|
|
| for url in http://localhost:8100/v1/models http://localhost:8101/v1/models http://localhost:8102/v1/models; do |
| for i in {1..120}; do |
| curl --noproxy localhost -fs $url >/dev/null 2>&1 && break |
| sleep 5 |
| done |
| done |
|
|
| OUT=eval_results/collab_BoN8_${LABEL}_bird_dev.jsonl |
| rm -f "$OUT" |
| PYTHONPATH=. /home/datht/anaconda3/envs/mats/bin/python scripts/run_pipeline_rollouts.py \ |
| --input_file "$EVAL_INPUT" \ |
| --output_file "$OUT" \ |
| --planner_host http://localhost:8100 \ |
| --validator_host http://localhost:8101 \ |
| --fixer_host http://localhost:8102 \ |
| --K 8 --K_val 1 --K_fix 1 --temperature 0.7 --top_p 0.9 \ |
| --max_questions -1 --n_threads 6 |
|
|
| /home/datht/anaconda3/envs/mats/bin/python scripts/compute_bestofn_metrics.py "$OUT" "$LABEL" || echo "metric failed for $LABEL" |
| } |
|
|
| run_eval_bestof8 b_planner_indep "$P_INDEP" "$V_SFT" "$F_SFT" |
| run_eval_bestof8 b_prime_planner_indep_with_fixer_orpo "$P_INDEP" "$V_SFT" "$F_ORPO" |
| run_eval_bestof8 d_planner_collab_with_fixer_orpo "$P_COLLAB" "$V_SFT" "$F_ORPO" |
|
|
| pkill -f "vllm serve" 2>/dev/null || true |
| echo "DONE_BCD_BESTOFN_EVAL" |
|
|