| #!/usr/bin/env bash |
| set -euo pipefail |
| set -x |
|
|
| SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd)" |
| REPO_ROOT="${SCRIPT_DIR}" |
| cd "${REPO_ROOT}" |
|
|
| export PYTHONPATH="${REPO_ROOT}:${PYTHONPATH:-}" |
| export UPSTREAM_SGL_ROOT="${UPSTREAM_SGL_ROOT:-/home/yf/snap/SGL}" |
|
|
| PYTHON_BIN=${PYTHON_BIN:-python} |
| CHECKPOINT_ROOT=${CHECKPOINT_ROOT:-"${REPO_ROOT}/checkpoints"} |
| GUIDE_CHECKPOINT=${GUIDE_CHECKPOINT:-"${CHECKPOINT_ROOT}/models--OpenGVLab--InternVL2-2B"} |
| LARGE_CHECKPOINT=${LARGE_CHECKPOINT:-"${CHECKPOINT_ROOT}/models--OpenGVLab--InternVL2-8B"} |
| OUT_DIR=${OUT_DIR:-"${REPO_ROOT}/outputs/textvqa_shared_vision_2bguide_8btext"} |
| PRUNE_LAYER=${PRUNE_LAYER:-0.0} |
| PRUNE_RATIO=${PRUNE_RATIO:-0.4} |
| CONSISTENCY_TOKEN_RATIO=${CONSISTENCY_TOKEN_RATIO:-0.05} |
| REASONING_MODE=${REASONING_MODE:-none} |
| REASONING_MAX_NEW_TOKENS=${REASONING_MAX_NEW_TOKENS:-64} |
| REASONING_TEMPERATURE=${REASONING_TEMPERATURE:-0.0} |
| SAVE_REASONING=${SAVE_REASONING:-0} |
| GUIDE_REASONING_MODE=${GUIDE_REASONING_MODE:-none} |
| GUIDE_REASONING_MAX_NEW_TOKENS=${GUIDE_REASONING_MAX_NEW_TOKENS:-1024} |
| GUIDE_REASONING_TEMPERATURE=${GUIDE_REASONING_TEMPERATURE:-0.0} |
| GUIDE_REASONING_FILTER_MODE=${GUIDE_REASONING_FILTER_MODE:-none} |
| GUIDE_ATTENTION_SOURCE=${GUIDE_ATTENTION_SOURCE:-default} |
| GUIDE_ATTENTION_AGGREGATION_MODE=${GUIDE_ATTENTION_AGGREGATION_MODE:-raw} |
| GUIDE_REASONING_ATTENTION_WEIGHT=${GUIDE_REASONING_ATTENTION_WEIGHT:-1.0} |
| GUIDE_ANSWER_ATTENTION_WEIGHT=${GUIDE_ANSWER_ATTENTION_WEIGHT:-1.0} |
| GUIDE_TEXT_MODE=${GUIDE_TEXT_MODE:-none} |
| GUIDE_TEXT_MAX_NEW_TOKENS=${GUIDE_TEXT_MAX_NEW_TOKENS:-12} |
| GUIDE_TEXT_TEMPERATURE=${GUIDE_TEXT_TEMPERATURE:-0.0} |
|
|
| mkdir -p "${OUT_DIR}" |
|
|
| EXTRA_ARGS=() |
| if [[ "${REASONING_MODE}" != "none" ]]; then |
| EXTRA_ARGS+=( |
| --reasoning-mode "${REASONING_MODE}" |
| --reasoning-max-new-tokens "${REASONING_MAX_NEW_TOKENS}" |
| --reasoning-temperature "${REASONING_TEMPERATURE}" |
| ) |
| fi |
| if [[ "${SAVE_REASONING}" == "1" ]]; then |
| EXTRA_ARGS+=(--save-reasoning) |
| fi |
| if [[ "${GUIDE_REASONING_MODE}" != "none" ]]; then |
| EXTRA_ARGS+=( |
| --guide-reasoning-mode "${GUIDE_REASONING_MODE}" |
| --guide-reasoning-max-new-tokens "${GUIDE_REASONING_MAX_NEW_TOKENS}" |
| --guide-reasoning-temperature "${GUIDE_REASONING_TEMPERATURE}" |
| --guide-reasoning-filter-mode "${GUIDE_REASONING_FILTER_MODE}" |
| --guide-attention-source "${GUIDE_ATTENTION_SOURCE}" |
| --guide-attention-aggregation-mode "${GUIDE_ATTENTION_AGGREGATION_MODE}" |
| --guide-reasoning-attention-weight "${GUIDE_REASONING_ATTENTION_WEIGHT}" |
| --guide-answer-attention-weight "${GUIDE_ANSWER_ATTENTION_WEIGHT}" |
| ) |
| fi |
| if [[ "${GUIDE_TEXT_MODE}" != "none" ]]; then |
| EXTRA_ARGS+=( |
| --guide-text-mode "${GUIDE_TEXT_MODE}" |
| --guide-text-max-new-tokens "${GUIDE_TEXT_MAX_NEW_TOKENS}" |
| --guide-text-temperature "${GUIDE_TEXT_TEMPERATURE}" |
| ) |
| fi |
|
|
| "${PYTHON_BIN}" eval/vqa/run_shared_vision_guided_textvqa.py \ |
| --guide-checkpoint "${GUIDE_CHECKPOINT}" \ |
| --large-checkpoint "${LARGE_CHECKPOINT}" \ |
| --data-root "${REPO_ROOT}" \ |
| --dynamic \ |
| --out-dir "${OUT_DIR}" \ |
| --run-name textvqa_shared_vision_2bguide_8btext \ |
| --large-model-prune-layer "${PRUNE_LAYER}" \ |
| --large-model-prune-ratio "${PRUNE_RATIO}" \ |
| --consistency-token-ratio "${CONSISTENCY_TOKEN_RATIO}" \ |
| "${EXTRA_ARGS[@]}" |
|
|
