scripts/finetune_arc.sh

#!/bin/bash

MONTHS=(2407 2408 2409 2410 2411 2412 2501 2502 2503 2504 2505 2506)


CKPT_ROOT="./out/pretrain/openllama"

OUT_ROOT="./out/finetune/openllama_arc"

LOG_ROOT="./out/finetune/openllama_arc/teelogs"

DATA_ROOT="litgpt/data/arc_finetune/train.json"

mkdir -p "$LOG_ROOT"

export CUDA_VISIBLE_DEVICES="0,1,2,3"

START_IDX=0
for ((i=$START_IDX; i<${#MONTHS[@]}; i++)); do
    MONTH=${MONTHS[$i]}

    CKPT_DIR="${CKPT_ROOT}/${MONTH}/final"
    OUT_DIR="${OUT_ROOT}/${MONTH}"
    LOG_FILE="${LOG_ROOT}/${MONTH}.txt"
    DATA_DIR=$DATA_ROOT

    mkdir -p "$OUT_DIR"

    echo "===== Start Finetuning $MONTH ====="

    litgpt finetune_full \
        --config config_hub/finetune/openllama/full_qa.yaml \
        --data JSON \
        --data.json_path $DATA_DIR \
        --out_dir $OUT_DIR \
        "$CKPT_DIR" \
        2>&1 | tee "$LOG_FILE"

    echo "===== $MONTH Ended ====="
done