#!/bin/bash
# Run Experiment 2-A for NVILA
# Run this with: conda activate vila && ./run_exp2a_nvila.sh

set -e

SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
OUTPUT_DIR="/data/shared/Qwen/experiments/exp2a_results"
SAMPLES=${1:-50}  # Default 50 samples per category
SEED=42

echo "=============================================="
echo "Experiment 2-A: NVILA"
echo "=============================================="
echo "Output directory: $OUTPUT_DIR"
echo "Samples per category: $SAMPLES"
echo ""

python "$SCRIPT_DIR/exp2a_embedding_analysis.py" \
    --model_type nvila \
    --scales vanilla 80k 400k 800k 2m \
    --output_dir "$OUTPUT_DIR" \
    --samples_per_category $SAMPLES \
    --seed $SEED

echo ""
echo "NVILA experiments completed!"
echo "Results saved to: $OUTPUT_DIR/nvila"