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Download scripts/make_smoke_specs.py from yamahei21/uzu-quant-kit: direct link, hf CLI and curl.
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https://huggingface.co/datasets/yamahei21/uzu-quant-kit/resolve/main/scripts/make_smoke_specs.py
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curl -L -o make_smoke_specs.py https://huggingface.co/datasets/yamahei21/uzu-quant-kit/resolve/main/scripts/make_smoke_specs.py
3.15 kB
| #!/usr/bin/env python3 | |
| """Derive tiny smoke specs from the real lane specs. | |
| A full lane takes hours; a broken flag, missing file, or merge mismatch shows up | |
| in the first minutes. This shrinks every lane (samples 1, 32 tokens, 2 eval | |
| chunks) so one CPU session can prove that all of them run end to end. | |
| python scripts/make_smoke_specs.py --out-dir lanes | |
| The generated files are named ``smoke-<lane>.json``. ``balanced-h`` keeps its | |
| merge but only at ratio 0.5; robustness shards keep only the first two | |
| conditions. | |
| """ | |
| from __future__ import annotations | |
| import argparse | |
| import copy | |
| import glob | |
| import json | |
| from pathlib import Path | |
| DEFAULT_SKIP = {"smoke-08b"} | |
| def shrink(spec: dict, robustness_limit: int) -> dict: | |
| spec = copy.deepcopy(spec) | |
| spec["lane"] = f"smoke-{spec['lane']}" | |
| spec.setdefault("paths", {})["jax_platform"] = "cpu" | |
| spec.setdefault("eval", {})["max_sequences"] = 2 | |
| spec["eval"]["max_tokens"] = 32 | |
| spec["eval"]["min_tokens"] = 4 | |
| spec["eval"]["dtype"] = "float32" | |
| spec.setdefault("convert", {})["parallel"] = "replicated" | |
| # quantize only layer 0 so a smoke conversion takes seconds, not ten minutes | |
| spec["convert"]["layer_filter"] = "/[0]/" | |
| is_robustness = "robustness" in spec["lane"] | |
| conditions = spec.get("conditions", []) | |
| if is_robustness: | |
| conditions = conditions[:robustness_limit] | |
| for condition in conditions: | |
| condition["samples"] = 1 | |
| condition["max_tokens"] = 32 | |
| condition.setdefault("calib_dtype", "float32") | |
| spec["conditions"] = conditions | |
| merge = spec.get("merge") | |
| if merge: | |
| merge["ratios"] = [0.5] | |
| return spec | |
| def main() -> None: | |
| parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) | |
| parser.add_argument("--lanes-dir", type=Path, default=Path("lanes")) | |
| parser.add_argument("--out-dir", type=Path, default=Path("lanes")) | |
| parser.add_argument("--robustness-limit", type=int, default=2) | |
| parser.add_argument("--include", nargs="*", default=None) | |
| parser.add_argument("--dry-run", action="store_true") | |
| args = parser.parse_args() | |
| args.out_dir.mkdir(parents=True, exist_ok=True) | |
| written = [] | |
| for path in sorted(args.lanes_dir.glob("*.json")): | |
| if path.name.startswith("smoke-") or path.stem in DEFAULT_SKIP: | |
| continue | |
| if args.include and path.stem not in args.include: | |
| continue | |
| if path.name == "bits-down-out-6.json": | |
| continue | |
| try: | |
| spec = json.loads(path.read_text(encoding="utf-8")) | |
| except json.JSONDecodeError: | |
| continue | |
| if "conditions" not in spec: | |
| continue | |
| smoke = shrink(spec, args.robustness_limit) | |
| out = args.out_dir / f"{smoke['lane']}.json" | |
| print(f"{path.name} -> {out.name} ({len(smoke['conditions'])} conditions)") | |
| if not args.dry_run: | |
| out.write_text(json.dumps(smoke, indent=2, ensure_ascii=False) + "\n", encoding="utf-8") | |
| written.append(out.name) | |
| print(f"{len(written)} smoke specs") | |
| if __name__ == "__main__": | |
| main() | |