| """Build the frozen post-offer main benchmark on Molab before model inference.""" |
|
|
| from __future__ import annotations |
|
|
| import json |
| from itertools import product |
| from pathlib import Path |
|
|
| from build_core_dev import core_profile, core_prompt |
| from run_evaluate import oracle, read_jsonl, write_jsonl |
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|
|
|
| BUFFERS = [5000, 7000, 8000, 9000, 10000, 11000, 12000, 13000, 14000, 15000, |
| 16000, 17000, 18000, 20000, 22000, 24000, 26000, 28000, 40000] |
| SEEDS = [1729, 2718] |
| MODELS = ["Qwen/Qwen3.5-2B", "Qwen/Qwen3.5-4B"] |
|
|
|
|
| def main(): |
| destination = Path("data/main_v1") |
| original = [profile for profile in read_jsonl("data/authored_profiles.jsonl") |
| if profile["split"] == "holdout"] |
| profiles = [core_profile(profile) for profile in original] |
| references, requests = [], [] |
| for profile in profiles: |
| result = oracle(profile) |
| references.append({"profile_id": profile["id"], **result}) |
| for buffer, model, seed in product(BUFFERS, MODELS, SEEDS): |
| request_id = f"{profile['id']}__B{buffer}__{model.split('/')[-1]}__s{seed}__natural" |
| requests.append({"id": request_id, "profile_id": profile["id"], "B": buffer, |
| "model": model, "seed": seed, "condition": "natural", |
| "prompt": core_prompt(profile, buffer)}) |
| write_jsonl(destination / "original_profiles.jsonl", original) |
| write_jsonl(destination / "profiles.jsonl", profiles) |
| write_jsonl(destination / "oracle.jsonl", references) |
| write_jsonl(destination / "requests.jsonl", requests) |
| coverage = [{"profile_id": reference["profile_id"], |
| "minimum_initial_cash": reference["minimum_initial_cash"], |
| "routes": [{"route_id": route["route_id"], |
| "minimum_initial_cash": route["minimum_initial_cash"], |
| "has_grid_below": any(buffer < route["minimum_initial_cash"] for buffer in BUFFERS), |
| "has_grid_at_or_above": any(buffer >= route["minimum_initial_cash"] for buffer in BUFFERS)} |
| for route in reference["route_minima"]]} |
| for reference in references] |
| design = { |
| "version": "main_v1", "task": "conditional post-offer academic visit execution", |
| "profile_ids": [profile["id"] for profile in profiles], "profile_count": len(profiles), |
| "buffers": BUFFERS, "models": MODELS, "seeds": SEEDS, "conditions": ["natural"], |
| "world": "W0", "request_count": len(requests), "fully_synthetic": True, |
| "amount_unit": "synthetic CNY", "initial_completed": {"O": 0}, |
| "output_max_tokens_both_models": 32768, "context_length_both_models": 131072, |
| "thinking": {"Qwen/Qwen3.5-2B": "off native", "Qwen/Qwen3.5-4B": "on native"}, |
| "sampling": "each model's separately verified official native-mode recommendation", |
| "source_profiles": "The 12 fixed original holdout profiles authored before any holdout model outputs", |
| "prompt_template": "core_prompt from the single dev_v3 post-offer diagnostic, unchanged", |
| "buffer_selection": "Frozen grid selected from deterministic available-route reserves, without holdout model outputs", |
| "all_generation_and_scoring_location": "Molab RTX PRO 6000", |
| "route_grid_coverage": coverage, |
| } |
| destination.mkdir(parents=True, exist_ok=True) |
| (destination / "design.json").write_text(json.dumps(design, ensure_ascii=False, indent=2), encoding="utf-8") |
| (destination / "change_note.txt").write_text( |
| "Main_v1 adopts the conditional post-offer scope and exact core_prompt template from the one dev_v3 diagnostic. " |
| "All 12 previously fixed holdout profiles are mechanically transformed by the same core_profile function. " |
| "O is an already-completed day0 initial fact. Past preparation actions and already-paid fees are removed; " |
| "B is current remaining liquid cash. Future absolute allowed dates and the horizon are shifted by original O day. " |
| "Future costs, amounts, receipt offsets, refunds, holds, dependency lags and exclusions remain unchanged. " |
| "Recognized official sponsorship has already reduced residual proof amounts; full sponsorship removes the cash " |
| "hold rather than imposing an invented full bank balance requirement. The funding routes and every permitted " |
| "calendar/order are re-enumerated remotely. Original and transformed profiles, references and full requests are saved. " |
| "Both native systems use seeds1729/2718 and common32768 output cap/131072 context. The frozen19-buffer grid " |
| "was selected from pure reference thresholds, not model success transitions. No holdout model output informed " |
| "the facts, grid or seed choice, and none may be adjusted after main inference. Multiple scope/interface/budget " |
| "changes from earlier development versions cannot be attributed to a single cause; all those results remain separate. " |
| "The dev_v3 4B success on every reference-feasible diagnostic is contrary evidence to a universal liquidity-cliff claim.\n", |
| encoding="utf-8") |
| print(json.dumps({"request_count": len(requests), "profile_count": len(profiles), |
| "route_grid_coverage": coverage}, ensure_ascii=False), flush=True) |
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|
|
|
| if __name__ == "__main__": |
| main() |
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|
