#!/usr/bin/env node import { createHash } from "node:crypto"; import { readFile } from "node:fs/promises"; import process from "node:process"; const PROTOCOL_ID = "llm-atlas-deepseek-chat-task-bootstrap-crn-v1"; const CONDITIONS = ["s0_eos", "s1_eos", "s0_period", "s1_period"]; const EXPECTED_HASHES = { sampling: "ea0607f2b197fac3f794655c1538ce1f9a1cb072d637eb31d35573682e311809", evaluation: "82b2fc5d1f854a7e0cd7aba7c70ff74d733d24221522a4f92b962478c76177ab", replay: "6519947e2fa4327c1ba2cc506b0861f172a6bdbd4f2d6787447edaf8fbcac508", reproduction: "63ed39e5dcdbc2a30e516172f3657dfa453ff3b23d5bd5c49c734939242a70f5", analysis: "9ab17561ced930a668c082141f7c6e013cbda70e42b09de63d41f1b82c01a6ae", manifest: "6313e70536c464fe598a93035576752418f08016dfd60ac246437c3b43bf2ae1", }; const DEFAULT_PATHS = { sampling: "src/data/deepseek-v2-lite-chat-task-bootstrap-crn.json", evaluation: "src/data/deepseek-v2-lite-chat-task-bootstrap-crn-eval.json", replay: "src/data/deepseek-v2-lite-chat-task-bootstrap-crn-replay.json", reproduction: "src/data/deepseek-v2-lite-chat-task-bootstrap-crn-reproduction.json", analysis: "src/data/deepseek-v2-lite-chat-task-bootstrap-crn-analysis.json", manifest: "research/DEEPSEEK_V2_LITE_CHAT_TASK_BOOTSTRAP_MANIFEST.json", }; function sha256(value) { return createHash("sha256").update(value).digest("hex"); } function canonicalIntegerArray(values) { return `[${values.map((value) => value.toString()).join(",")}]`; } function tapeUint64(tape, sourceId, step) { const payload = `${PROTOCOL_ID}\0uniform\0${tape}\0${sourceId}\0${step}`; return createHash("sha256").update(payload).digest().readBigUInt64BE(0); } function assert(value, message) { if (!value) { throw new Error(message); } } const loaded = {}; for (const [name, path] of Object.entries(DEFAULT_PATHS)) { const bytes = await readFile(path); assert( sha256(bytes) === EXPECTED_HASHES[name], `${name}: file SHA-256 differs`, ); loaded[name] = JSON.parse(bytes); } const { sampling, evaluation, replay, reproduction, analysis, manifest } = loaded; for (const [name, payload] of Object.entries(loaded)) { assert(payload.protocol_id === PROTOCOL_ID, `${name}: protocol ID differs`); } assert(sampling.execution_mode === "formal", "sampling: not formal mode"); assert(sampling.sources.length === 64, "sampling: source count differs"); assert(sampling.summary.runs === 88, "sampling: run count differs"); assert(sampling.summary.outputs === 352, "sampling: output count differs"); assert(sampling.summary.natural_eos === 343, "sampling: EOS count differs"); assert(sampling.summary.budget_truncated === 9, "sampling: truncation count differs"); assert( sampling.summary.torch_rng_unchanged_runs === 88, "sampling: RNG nonconsumption count differs", ); assert( sampling.source_contract.prompt_hash_audit.exact === 256, "sampling: prompt audit differs", ); const manifestBySource = new Map( manifest.sources.map((source) => [source.id, source]), ); const samplingKeys = new Set(); let uniformOutputHashesExact = 0; let diagnosticSources = 0; for (const source of sampling.sources) { const frozen = manifestBySource.get(source.id); assert(frozen, `${source.id}: absent from manifest`); assert(source.domain === frozen.domain, `${source.id}: domain differs`); assert( source.within_domain_index === frozen.domain_index, `${source.id}: domain index differs`, ); const expectedTapes = [...frozen.main_tapes, ...frozen.diagnostic_tapes]; const observedTapes = source.runs.map((run) => run.tape_label); assert( JSON.stringify(observedTapes) === JSON.stringify(expectedTapes), `${source.id}: tape assignment differs`, ); diagnosticSources += source.runs.length === 4; for (const run of source.runs) { assert(run.torch_rng_unchanged, `${source.id}/${run.tape_label}: RNG changed`); assert( JSON.stringify(run.outputs.map((output) => output.condition)) === JSON.stringify(CONDITIONS), `${source.id}/${run.tape_label}: condition order differs`, ); for (const output of run.outputs) { const key = `${source.id}\0${run.tape_label}\0${output.condition}`; assert(!samplingKeys.has(key), `${key}: duplicate sampling key`); samplingKeys.add(key); assert( output.prompt_token_ids_sha256 === frozen.chat_generation_prompt_token_ids_sha256[output.condition], `${key}: prompt hash differs`, ); const uniforms = Array.from( { length: output.uniform_steps_consumed }, (_, step) => tapeUint64(run.tape_label, source.id, step), ); assert( sha256(canonicalIntegerArray(uniforms)) === output.uniform_uint64_prefix_sha256, `${key}: uniform prefix hash differs`, ); uniformOutputHashesExact += 1; } } } assert(diagnosticSources === 8, "sampling: diagnostic source count differs"); assert(samplingKeys.size === 352, "sampling: unique key count differs"); assert(uniformOutputHashesExact === 352, "sampling: uniform audit differs"); assert(evaluation.rows.length === 352, "evaluation: row count differs"); const evaluationKeys = new Set( evaluation.rows.map( (row) => `${row.source_id}\0${row.tape_label}\0${row.condition}`, ), ); assert(evaluationKeys.size === 352, "evaluation: duplicate keys"); assert( [...evaluationKeys].every((key) => samplingKeys.has(key)), "evaluation: cell key absent from sampling", ); assert( evaluation.summary.main_t0.outputs === 256, "evaluation: T0 output count differs", ); assert( evaluation.summary.main_t0.by_domain.code.fixed_budget_success === 59, "evaluation: code success count differs", ); assert( evaluation.summary.main_t0.by_domain.math.fixed_budget_success === 71, "evaluation: math success count differs", ); assert(replay.execution_mode === "replay", "replay: mode differs"); assert(replay.sources.length === 16, "replay: source count differs"); assert(replay.summary.outputs === 64, "replay: output count differs"); assert( replay.summary.torch_rng_unchanged_runs === 16, "replay: RNG nonconsumption count differs", ); assert( reproduction.summary.cells === 64 && reproduction.summary.all_preregistered_fields_exact === 64, "reproduction: exact cell count differs", ); assert( Object.values(reproduction.summary.by_field).every((count) => count === 64), "reproduction: a field is not 64/64 exact", ); assert( analysis.bootstrap_contract.resamples === 10000 && analysis.bootstrap_contract.seed === 1364512825, "analysis: bootstrap contract differs", ); let crnContrastChecks = 0; for (const domain of ["code", "math"]) { const domainAnalysis = analysis.main_t0_selected_task_analysis[domain]; assert(domainAnalysis.tasks === 32, `${domain}: task count differs`); for (const contrast of Object.values(domainAnalysis.contrasts)) { assert( contrast.trajectory.shared_uniform_prefix_exact === 32, `${domain}: contrast CRN audit differs`, ); crnContrastChecks += contrast.trajectory.shared_uniform_prefix_exact; } } assert(crnContrastChecks === 256, "analysis: CRN contrast total differs"); process.stdout.write( `${JSON.stringify( { passed: true, protocol_id: PROTOCOL_ID, files: EXPECTED_HASHES, formal: { sources: sampling.sources.length, runs: sampling.summary.runs, outputs: sampling.summary.outputs, prompt_hashes_exact: sampling.source_contract.prompt_hash_audit.exact, uniform_output_hashes_exact: uniformOutputHashesExact, torch_rng_unchanged_runs: sampling.summary.torch_rng_unchanged_runs, }, evaluation: { rows: evaluation.rows.length, main_t0_outputs: evaluation.summary.main_t0.outputs, code_success: evaluation.summary.main_t0.by_domain.code.fixed_budget_success, math_success: evaluation.summary.main_t0.by_domain.math.fixed_budget_success, }, reproduction: reproduction.summary, analysis: { bootstrap_resamples: analysis.bootstrap_contract.resamples, crn_contrast_checks: crnContrastChecks, }, }, null, 2, )}\n`, );