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21ad80b | 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 | #!/bin/bash
# BUDGETS="2.13 2.25 2.51 3.13 3.25 3.51 4.13 4.25 4.51"
BUDGETS="4.13 4.25 4.51"
RESULT_DIR="/fdata/llm/mxq/results"
QUANT_SNAPSHOT_DIR="/fdata/llm/mxq/snapshots"
MODELS="1"
ATTEMPT="debug-Llama2-13B-boost"
EXP_BASE_NAME=$ATTEMPT
mkdir -p $RESULT_DIR/$EXP_BASE_NAME/data/{ppl,qnt,stor}
# Use cached dataset to speedup wikitext, c4 ppl evaluation
export HF_DATASETS_OFFLINE=1
weight_algo=sensi-directive
boost_layers="3 39"
EXP_NAME="${ATTEMPT}"
log_file="logs/bench-$(date +%Y%m%d%H%M%S).log"
mkdir -p $QUANT_SNAPSHOT_DIR/$ATTEMPT
mkdir -p $RESULT_DIR/${EXP_NAME}_ppl
mkdir -p $RESULT_DIR/$EXP_BASE_NAME/data/{ppl,stor}/mxq/$ATTEMPT
python -m pdb ../src/cli.py llm \
--task eval_ppl \
--model $MODELS \
--algo mxq \
--weight-algo $weight_algo \
--boost-layer $boost_layers \
--boost-stop 2 \
--config ${BUDGETS} \
--experiment-name "${EXP_NAME}_ppl" \
--quant-snapshot-dir="$QUANT_SNAPSHOT_DIR/$ATTEMPT" \
--result-dir=$RESULT_DIR \
2>&1 \
| tee -a $log_file
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