MSA-Code / scripts /resave_model.sh
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Anonymous code release: MSA inference and evaluation
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# 模型超参数
export POOLING_KERNEL_SIZE=64
export TOP_K_DOCS=16
# trick
export AUX_LOSS="false"
export REWRITE_POSITION="true"
export ROUTER_LAYER_IDX="18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35"
# export ROUTER_LAYER_IDX="20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39"
# special tokens
export ADD_MEM_TOKENS="false"
export NUM_PREFIX_TOKENS=64
export NUM_TAIL_TOKENS=64
export FIRST_ADD_MEM_TOKENS="false"
export WARM_UP_MEM_TOKENS="false"
# loss weight
export LMLOSS_WEIGHT=1.0
export REC_LOSS_WEIGHT=0.0
export AUX_LOSS_WEIGHT=0.1
export ANS_LOSS_WEIGHT=1.0
export AUX_LOSS_METHOD="INFONCE_DECOUPLE" # INFONCE, INFONCE_FOCAL, BCE, INFONCE_DECOUPLE, INFONCE_DECOUPLE_FOCAL
export INFONCE_LOSS_TEMP=0.1 # 如果使用infonce的话
# 结构搜索
export DECOUPLE_ROUTER="true"
export HEAD_REDUCE_METHOD="mean"
export QUERY_REDUCE_METHOD="max"
export CHUNK_REDUCE_METHOD="max"
export DECOUPLE_POOLING_MODE="mean"
ORIGIN_MODEL_PATH=$1
SAVE_MODEL_PATH=$2
python src/utils/resave_model.py $ORIGIN_MODEL_PATH $SAVE_MODEL_PATH