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scripts: download the DAPO dataset the NPU recipe trains on #2402

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Merged
Zhichenzzz merged 1 commit into from
Aug 12, 2026
Merged

scripts: download the DAPO dataset the NPU recipe trains on #2402

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21 changes: 8 additions & 13 deletions scripts/run_qwen3_4b_npu.py
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Original file line number Diff line number Diff line change
Expand Up @@ -10,9 +10,9 @@
TRAIN_BACKEND = os.environ.get("MILES_SCRIPT_TRAIN_BACKEND", "fsdp").lower()
assert TRAIN_BACKEND in {"fsdp", "megatron"}

DATASET_NAME = "VeraIsHere/geo3k_imgurl_processed"
DATA_ROOT = "/root/dataset/geo3k_imgurl_processed"
TRAIN_DATA_PATH = os.path.join(DATA_ROOT, "train.parquet")
DATASET_NAME = "zhuzilin/dapo-math-17k"
DATA_ROOT = "/root/datasets/dapo-math-17k"
TRAIN_DATA_PATH = os.path.join(DATA_ROOT, "dapo-math-17k.jsonl")


def get_megatron_model_type(model_name: str) -> str:
Expand All @@ -35,21 +35,16 @@ def prepare():


def execute():
ckpt_args = "--hf-checkpoint /root/model/Qwen3-4B-Instruct-2507/ "
ckpt_args = f"--hf-checkpoint /root/models/{MODEL_NAME}/ "

wandb_args = (
(
"--use-wandb "
"--wandb-project miles-dev "
"--wandb-group geo3k_vlm_multi_turn "
f"--wandb-key '{wandb_api_key}' "
)
("--use-wandb " "--wandb-project miles-dev " "--wandb-group qwen3-4b-npu " f"--wandb-key '{wandb_api_key}' ")
if (wandb_api_key := os.environ.get("WANDB_API_KEY"))
else ""
)

rollout_args = (
"--prompt-data /root/dataset/dapo-math-17k/dapo-math-17k.jsonl "
f"--prompt-data {TRAIN_DATA_PATH} "
"--input-key prompt "
"--label-key label "
"--apply-chat-template "
Expand All @@ -68,7 +63,7 @@ def execute():

# eval_args = (
# "--eval-interval 20 "
# f"--eval-prompt-data geo3k_eval {TRAIN_DATA_PATH}@[0:64] "
# f"--eval-prompt-data dapo_eval {TRAIN_DATA_PATH}@[0:64] "
# "--n-samples-per-eval-prompt 1 "
# "--eval-max-response-len 4096 "
# "--eval-top-k 1 "
Expand Down Expand Up @@ -107,7 +102,7 @@ def execute():

megatron_args = (
"--train-backend megatron "
"--load /root/model/Qwen3-4B-Instruct-2507/ "
f"--load /root/models/{MODEL_NAME}/ "
"--tensor-model-parallel-size 4 "
"--sequence-parallel "
"--pipeline-model-parallel-size 1 "
Expand Down
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