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b2632a6 | 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 | #!/usr/bin/env bash
set -euo pipefail
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
source "${SCRIPT_DIR}/../00_setup/env.sh"
for filename in modeling_generator.py tokenizer.py; do
if [[ -f "${GENERATOR_BASE_MODEL}/${filename}" && ! -f "${AR_UNCOND_MODEL}/${filename}" ]]; then
cp "${GENERATOR_BASE_MODEL}/${filename}" "${AR_UNCOND_MODEL}/${filename}"
fi
done
cd "${GENERATOR_DIR}"
python3 src/tasks/downstream/generation_validation.py \
--model_name "${AR_UNCOND_MODEL}" \
--parquet_path "${DEEPSTARR_DIR}/valid.parquet" \
--sequence_col sequence \
--output_dir "${RESULT_ROOT}/ar_unconditional_valid" \
--num_samples "${NUM_GENERATION_SAMPLES:-384}" \
--prompt_bp_length "${PROMPT_BP_LENGTH:-120}" \
--continuation_bp_length "${CONTINUATION_BP_LENGTH:-126}" \
--batch_size "${GEN_BATCH_SIZE:-512}" \
--attn_implementation "${ATTN_IMPLEMENTATION:-sdpa}" \
--bf16 \
--report_to none \
--run_name ar_unconditional_valid
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