1 files changed, 43 insertions, 0 deletions
diff --git a/collaborativeagents/scripts/fullscale_vanilla.sbatch b/collaborativeagents/scripts/fullscale_vanilla.sbatch
new file mode 100644
index 0000000..798dc5f
--- /dev/null
+++ b/collaborativeagents/scripts/fullscale_vanilla.sbatch
@@ -0,0 +1,43 @@
+#!/bin/bash
+#SBATCH --job-name=fs_vanilla
+#SBATCH --partition=gpuH200x8
+#SBATCH --nodes=1
+#SBATCH --ntasks=1
+#SBATCH --cpus-per-task=32
+#SBATCH --gres=gpu:4
+#SBATCH --mem=200G
+#SBATCH --time=8:00:00
+#SBATCH --output=/projects/bfqt/users/yurenh2/ml-projects/personalization-user-model/fs_vanilla-%j.out
+#SBATCH --error=/projects/bfqt/users/yurenh2/ml-projects/personalization-user-model/fs_vanilla-%j.err
+
+cd /projects/bfqt/users/yurenh2/ml-projects/personalization-user-model/collaborativeagents
+source /u/yurenh2/miniforge3/etc/profile.d/conda.sh
+conda activate eval
+export HF_HOME=/projects/bfqt/users/yurenh2/hf_cache/huggingface
+export PYTHONPATH="/projects/bfqt/users/yurenh2/ml-projects/personalization-user-model/src:$PYTHONPATH"
+
+PROFILE_PATH="/projects/bfqt/users/yurenh2/ml-projects/personalization-user-model/collaborativeagents/data/user_profiles.jsonl"
+
+# Start vLLM servers
+CUDA_VISIBLE_DEVICES=0,1 python -m vllm.entrypoints.openai.api_server \
+    --model hugging-quants/Meta-Llama-3.1-70B-Instruct-AWQ-INT4 \
+    --port 8004 --tensor-parallel-size 2 --gpu-memory-utilization 0.90 \
+    --max-model-len 8192 --dtype float16 --download-dir $HF_HOME &
+
+CUDA_VISIBLE_DEVICES=2,3 python -m vllm.entrypoints.openai.api_server \
+    --model /projects/bfqt/users/yurenh2/ml-projects/personalization-user-model/models/llama-3.1-8b-instruct \
+    --port 8003 --tensor-parallel-size 2 --gpu-memory-utilization 0.90 \
+    --max-model-len 8192 --dtype bfloat16 &
+
+for i in {1..60}; do
+    curl -s http://localhost:8004/health > /dev/null 2>&1 && curl -s http://localhost:8003/health > /dev/null 2>&1 && break
+    sleep 5
+done
+sleep 30
+
+python scripts/run_experiments.py --methods vanilla \
+    --datasets math-hard --n-profiles 200 --n-sessions 30 --max-turns 15 \
+    --use-vllm --use-batch-processing --batch-size 100 --parallel-profiles 50 \
+    --output-dir ../results/fullscale --profile-path $PROFILE_PATH
+
+pkill -f "vllm.entrypoints" 2>/dev/null || true