1 files changed, 66 insertions, 0 deletions
diff --git a/collaborativeagents/slurm/run_experiments.sh b/collaborativeagents/slurm/run_experiments.sh
new file mode 100644
index 0000000..e254202
--- /dev/null
+++ b/collaborativeagents/slurm/run_experiments.sh
@@ -0,0 +1,66 @@
+#!/bin/bash
+#SBATCH --job-name=run_expts
+#SBATCH --account=bfqt-delta-gpu
+#SBATCH --partition=gpuH200x8
+#SBATCH --nodes=1
+#SBATCH --ntasks=1
+#SBATCH --cpus-per-task=32
+#SBATCH --gres=gpu:h200:8
+#SBATCH --mem=400G
+#SBATCH --time=48:00:00
+#SBATCH --output=logs/run_expts_%j.out
+#SBATCH --error=logs/run_expts_%j.err
+
+# Run experiments with models loaded locally
+# This job needs 8 GPUs:
+# - 4 GPUs for 70B judge model
+# - 2 GPUs for PersonalizedLLM (embedder, reranker, extractor, main LLM)
+# - Reserve for headroom
+
+set -e
+
+cd /projects/bfqt/users/yurenh2/ml-projects/personalization-user-model
+
+# Create logs and results directories
+mkdir -p collaborativeagents/slurm/logs
+mkdir -p collaborativeagents/results
+
+echo "Starting experiments at $(date)"
+echo "Job ID: $SLURM_JOB_ID"
+echo "Node: $SLURMD_NODENAME"
+echo "GPUs: $CUDA_VISIBLE_DEVICES"
+
+# Activate environment
+source /u/yurenh2/miniforge3/etc/profile.d/conda.sh
+conda activate eval
+
+# Check GPU availability
+nvidia-smi
+
+# Add project to path
+export PYTHONPATH="${PWD}/src:${PWD}/collaborativeagents:${PYTHONPATH}"
+
+# Run experiments
+cd collaborativeagents/scripts
+
+# Quick test first (2 profiles, 2 sessions)
+echo "Running quick test..."
+python run_experiments.py \
+    --methods rag_vector \
+    --datasets math-500 \
+    --n-profiles 2 \
+    --n-sessions 2 \
+    --profile-path ../data/complex_profiles_v2/profiles_100.jsonl \
+    --output-dir ../results/test_$(date +%Y%m%d_%H%M%S)
+
+# Full run (uncomment when ready)
+# echo "Running full experiments..."
+# python run_experiments.py \
+#     --methods vanilla,all_memory,rag,rag_vector \
+#     --datasets math-500,gpqa,aime \
+#     --n-profiles 100 \
+#     --n-sessions 20 \
+#     --profile-path ../data/complex_profiles_v2/profiles_100.jsonl \
+#     --output-dir ../results/full_$(date +%Y%m%d_%H%M%S)
+
+echo "Experiments completed at $(date)"