File size: 1,527 Bytes
3404d44 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 | #!/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/"
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