From dc801c07cf38b0c495686463e6ca6f871a64440e Mon Sep 17 00:00:00 2001
From: YurenHao0426 <blackhao0426@gmail.com>
Date: Tue, 27 Jan 2026 09:57:37 -0600
Subject: Add collaborativeagents module and update gitignore

- Add collaborativeagents subproject with adapters, agents, and evaluation modules
- Update .gitignore to exclude large binary files (.whl, .tar), wandb logs, and results

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
---
 collaborativeagents/scripts/smallscale_test.sbatch | 87 ++++++++++++++++++++++
 1 file changed, 87 insertions(+)
 create mode 100644 collaborativeagents/scripts/smallscale_test.sbatch

(limited to 'collaborativeagents/scripts/smallscale_test.sbatch')

diff --git a/collaborativeagents/scripts/smallscale_test.sbatch b/collaborativeagents/scripts/smallscale_test.sbatch
new file mode 100644
index 0000000..774575e
--- /dev/null
+++ b/collaborativeagents/scripts/smallscale_test.sbatch
@@ -0,0 +1,87 @@
+#!/bin/bash
+#SBATCH --job-name=smalltest
+#SBATCH --account=bfqt-delta-gpu
+#SBATCH --partition=gpuH200x8
+#SBATCH --nodes=1
+#SBATCH --ntasks=1
+#SBATCH --cpus-per-task=32
+#SBATCH --gres=gpu:4
+#SBATCH --mem=200G
+#SBATCH --time=02:00:00
+#SBATCH --output=/projects/bfqt/users/yurenh2/ml-projects/personalization-user-model/smalltest-%j.out
+#SBATCH --error=/projects/bfqt/users/yurenh2/ml-projects/personalization-user-model/smalltest-%j.err
+
+# Small-scale test: 5 profiles, 5 sessions, all 6 methods
+# Full settings (70B user sim, 8B agent) but fewer questions
+
+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/complex_profiles_v2/profiles_200.jsonl"
+AGENT_MODEL="/projects/bfqt/users/yurenh2/ml-projects/personalization-user-model/models/llama-3.1-8b-instruct"
+USER_MODEL="meta-llama/Llama-3.1-70B-Instruct"
+
+echo "=== Small-scale Test: All 6 Methods ==="
+echo "Settings: 5 profiles, 5 sessions each, max 15 turns"
+echo "User simulator: $USER_MODEL (70B)"
+echo "Agent: $AGENT_MODEL (8B)"
+date
+
+# Start vLLM servers
+# User simulator on GPUs 0,1 (70B, TP=2)
+CUDA_VISIBLE_DEVICES=0,1 python -m vllm.entrypoints.openai.api_server \
+    --model $USER_MODEL \
+    --port 8004 --tensor-parallel-size 2 --gpu-memory-utilization 0.90 \
+    --max-model-len 16384 --dtype bfloat16 --download-dir $HF_HOME &
+
+# Agent on GPUs 2,3 (8B, TP=2, lower memory for embedding/reranker)
+CUDA_VISIBLE_DEVICES=2,3 python -m vllm.entrypoints.openai.api_server \
+    --model $AGENT_MODEL \
+    --port 8003 --tensor-parallel-size 2 --gpu-memory-utilization 0.45 \
+    --max-model-len 16384 --dtype bfloat16 &
+
+# Wait for servers
+echo "Waiting for vLLM servers..."
+for i in {1..200}; do
+    if curl -s http://localhost:8004/health > /dev/null 2>&1; then
+        echo "User simulator (8004) ready after $((i*5)) seconds"
+        break
+    fi
+    sleep 5
+done
+for i in {1..60}; do
+    if curl -s http://localhost:8003/health > /dev/null 2>&1; then
+        echo "Agent (8003) ready after $((i*5)) seconds"
+        break
+    fi
+    sleep 5
+done
+echo "Both vLLM servers ready"
+sleep 10
+
+# Run all 6 methods sequentially with small scale
+for METHOD in vanilla contextual reflection all_memory rag rag_vector; do
+    echo ""
+    echo "=== Testing method: $METHOD ==="
+    date
+
+    python scripts/run_experiments.py --methods $METHOD \
+        --datasets math-hard --n-profiles 5 --n-sessions 5 --max-turns 15 \
+        --use-vllm --no-batch-processing --parallel-profiles 5 \
+        --output-dir ../results/smalltest --profile-path $PROFILE_PATH
+
+    if [ $? -eq 0 ]; then
+        echo "Method $METHOD: SUCCESS"
+    else
+        echo "Method $METHOD: FAILED"
+    fi
+done
+
+echo ""
+echo "=== Small-scale test complete ==="
+date
+
+pkill -f "vllm.entrypoints" 2>/dev/null || true
-- 
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