swap_analysis_synthetic/run_molmo_big.sh

#!/bin/bash
set -e

SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
SCRIPT="$SCRIPT_DIR/swap_analysis_synthetic.py"
PYTHON="conda run --no-capture-output -n molmo python"
MODEL="molmo_big"
LOG_DIR="$SCRIPT_DIR/logs_counter_only/${MODEL}"
mkdir -p "$LOG_DIR"

# Molmo2-8B: ~20GB with device_map='auto' → fits on a single A100 80GB
# Adjust CUDA_VISIBLE_DEVICES as needed.
SCALE="molmo2"

echo "========================================="
echo " Molmo-Big Synthetic Swap Analysis (counter-only): $SCALE"
echo "========================================="

log="${LOG_DIR}/${SCALE}.log"
echo "Scale: $SCALE -> $log"

CUDA_VISIBLE_DEVICES=5 $PYTHON "$SCRIPT" \
    --model_type $MODEL \
    --scales $SCALE \
    --device cuda \
    --counter-only \
    2>&1 | tee "$log"

echo "========================================="
echo " Molmo-Big: Merge 1/2 (full, all categories)"
echo "========================================="
CUDA_VISIBLE_DEVICES=5 $PYTHON "$SCRIPT" --model_type $MODEL --merge \
    --counter-only \
    2>&1 | tee "${LOG_DIR}/merge.log"

echo "========================================="
echo " Molmo-Big: Merge 2/2 (VD-only)"
echo "========================================="
CUDA_VISIBLE_DEVICES=5 $PYTHON "$SCRIPT" --model_type $MODEL --merge \
    --counter-only --vd-only \
    2>&1 | tee "${LOG_DIR}/merge_vd_only.log"

echo "ALL DONE: $MODEL (counter-only)"
echo "Results (full)   : $SCRIPT_DIR/results_counter_only/$MODEL/"
echo "Results (vd-only): $SCRIPT_DIR/results_counter_only/vd-only/$MODEL/"