File size: 1,527 Bytes
e5d9366 675721d e5d9366 675721d e5d9366 157f0bf e5d9366 675721d e5d9366 675721d e5d9366 4021e8c 675721d 4021e8c 675721d 0f5baba 675721d e5d9366 | 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 39 40 41 42 | """Kaggle notebook body: the director stage, isolated from Ming's transformers.
Ming pins transformers 4.46.3; Qwen3.5 needs 5.x. They cannot share a process,
so the director runs here and leaves a validated script behind. The radio stage
reads that file instead of calling an LLM itself.
The probe runs as a subprocess on purpose: this notebook imports huggingface_hub
to download the bundle, and after `pip install --upgrade` the already-imported
module is stale, which breaks transformers' `from huggingface_hub.utils import
httpx`. A fresh interpreter picks up the new version.
"""
import os
import subprocess
import sys
BUNDLE = "/kaggle/working/webfm-eval"
def sh(cmd: str) -> None:
print(f"$ {cmd}", flush=True)
if subprocess.run(cmd, shell=True).returncode != 0:
raise SystemExit(f"failed: {cmd}")
def main() -> None:
# transformers 5 imports `httpx` from huggingface_hub.utils. huggingface_hub
# 2.x renamed that to httpx2, so hold hub below 2.
sh("pip install -q --upgrade 'transformers>=5' 'huggingface_hub>=1.31,<2' accelerate")
target = os.path.join(BUNDLE, "kaggle/director_probe.py")
if not os.path.exists(target):
raise SystemExit(f"{target} missing")
env = dict(os.environ, WORK_ROOT="/kaggle/working",
MODE=os.environ.get("MODE", "probe"),
N_SAMPLES=os.environ.get("N_SAMPLES", "8"))
rc = subprocess.run([sys.executable, target], env=env).returncode
print("director rc", rc)
if __name__ == "__main__":
main()
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