| #!/usr/bin/env bash |
| set -eo pipefail |
|
|
| SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" |
| |
| source "${SCRIPT_DIR}/conda_env.sh" |
| set -u |
|
|
|
|
| ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)" |
| cd "${ROOT}" |
|
|
| BASE_CONFIG="${BASE_CONFIG:-configs/grpo_llama32_3b_bf16.yaml}" |
| ACCELERATE_CONFIG="${ACCELERATE_CONFIG:-configs/accelerate_ddp_4gpu.yaml}" |
| NUM_PROCESSES="${NUM_PROCESSES:-4}" |
|
|
| MODEL_DIR="${MODEL_DIR:-}" |
| if [[ -z "${MODEL_DIR}" ]]; then |
| echo "Missing MODEL_DIR." |
| exit 1 |
| fi |
|
|
| OUTPUT_PATH="${OUTPUT_PATH:-artifacts/eval/math_level2_thinking_zeroshot/answers.jsonl}" |
| MAX_SAMPLES="${MAX_SAMPLES:--1}" |
| BATCH_SIZE="${BATCH_SIZE:-4}" |
| MAX_NEW_TOKENS="${MAX_NEW_TOKENS:-128}" |
| MAX_PROMPT_LENGTH="${MAX_PROMPT_LENGTH:-512}" |
| MATH_SPLIT="${MATH_SPLIT:-test}" |
|
|
| export PYTHONPATH="${ROOT}/src" |
| export BASE_CONFIG |
| export MODEL_DIR |
| export OUTPUT_PATH |
| export MAX_SAMPLES |
| export BATCH_SIZE |
| export MAX_NEW_TOKENS |
| export MAX_PROMPT_LENGTH |
| export MATH_SPLIT |
|
|
| export WANDB_MODE="${WANDB_MODE:-offline}" |
| export HF_HUB_OFFLINE="${HF_HUB_OFFLINE:-1}" |
| export HF_DATASETS_OFFLINE="${HF_DATASETS_OFFLINE:-1}" |
| export TRANSFORMERS_OFFLINE="${TRANSFORMERS_OFFLINE:-1}" |
|
|
| accelerate launch \ |
| --config_file "${ACCELERATE_CONFIG}" \ |
| --num_processes "${NUM_PROCESSES}" \ |
| src/eval_math_level2_thinking_zeroshot.py |
|
|
