""" Stage download (v8b): fetch Qwen3-8B weights into MODEL_PATH. Downloads MODEL_REPO (default Qwen/Qwen3-8B) into MODEL_PATH (default ~/jrhu/v8b/data/models/Qwen3-8B) via huggingface_hub. Resume: snapshot_download is incremental; re-running only fetches missing/changed files. Skips entirely if the target already looks complete (config.json + a safetensors index present), unless --force. """ import argparse import glob import os import sys sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) from configs.paths import MODEL_PATH, MODEL_REPO, ensure_dirs from src.utils import setup_logger from configs.paths import LOG_DIR def _looks_complete(path: str) -> bool: if not os.path.isdir(path): return False has_config = os.path.isfile(os.path.join(path, "config.json")) has_weights = bool( glob.glob(os.path.join(path, "*.safetensors")) or glob.glob(os.path.join(path, "*.bin")) ) return has_config and has_weights def main(): ap = argparse.ArgumentParser() ap.add_argument("--repo", default=MODEL_REPO) ap.add_argument("--dest", default=MODEL_PATH) ap.add_argument("--force", action="store_true") args = ap.parse_args() ensure_dirs("monitoring") log = setup_logger("download_model", os.path.join(LOG_DIR, "download_model.log")) log.info("=" * 70) log.info(f"Download model repo={args.repo} dest={args.dest}") log.info("=" * 70) if _looks_complete(args.dest) and not args.force: log.info(f" [resume] {args.dest} already looks complete — SKIP " f"(use --force to re-fetch).") return os.makedirs(args.dest, exist_ok=True) from huggingface_hub import snapshot_download path = snapshot_download( repo_id=args.repo, local_dir=args.dest, local_dir_use_symlinks=False, resume_download=True, allow_patterns=[ "*.json", "*.safetensors", "*.txt", "*.model", "tokenizer*", "vocab*", "merges*", "*.py", ], ) log.info(f"Downloaded snapshot -> {path}") log.info(f"Complete? {_looks_complete(args.dest)}") log.info("Done.") if __name__ == "__main__": main()