#!/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/"