📐translation-meta-profile

The groupant beside tools/translate/src/profile.rs in the Mova repository: what the code computes, what it never does, how to go back from its outputs, its invariants, cost and checks.

Facts

Components

Obernants

The typed relations around the forward model: the behaviour complement (what the code never does), the reverse reconstruction (every input compatible with an output) and specialised views.

Parts

• translation-meta-profile-typography

Model text

descriptant

Description and epoch memory

Aggregate four context levels with count/weight; choose first eligible level, greatest weight and lexical tie. Delta learns coarse-to-fine corrections then optional own words/logic filtering. Encoder selects delta before standard before bare forms, applies typography then recap.

Prospective epoch 2026-10-31

Models predicted metadata loss, bounded coordinate transport and deterministic tie selection before test changes. Production bytes are preserved; only five inline synthetic tests were appended across the group.

Observation epoch 2026-10-31

Selected named native tests are bound in tests.md; raw receipts are external under $MOVA_DATA/runs/octopus-wave32-tr_meta-2026-10-31. Syntax is generated twice and byte-compared. This is partial syntax without macro expansion or semantic resolution.

Gaps

No real annotator/model loads, corpus translation, teacher calls, GPU, full training/evaluation, or language-accuracy claim. No executable percentage surrogate is supplied: an appropriate reference metric/domain is not established. Supported future caps are1/2/5/10 percent only. Residual reconstruction is conditional on retained diagnostics and is not persistent learning.

approximant

Forward relation

Aggregate four context levels with count/weight; choose first eligible level, greatest weight and lexical tie. Delta learns coarse-to-fine corrections then optional own words/logic filtering. Encoder selects delta before standard before bare forms, applies typography then recap.

invariant

Invariant and cost

Domain and preservation

Aligned Seen chunks, valid token i, four level tables; finite nonnegative weights and representable counts. No Annotator instantiation or morph fallback exercised.

Cost

Training four map updates per retained token O(N log C log V) plus key/chunk bytes; choose scans eligible chunks; Delta repeated grouping over4 levels; top/listing O(d log d); recap may scan preceding closers O(n²).

Counters and allocation arithmetic must remain representable. String/map costs include compared bytes; finite evidence is not a throughput estimate.

composition

Local composition

The child isolates the translation-meta-profile-typography relation inside this source. Its observation is a projection of the complete file relation described in approximant.md; costs overlap and must not be added twice. The remaining code supplies context/table inputs and consumes outputs. External joins: meta MTok feeds profile, Hebrew encoder, fwt and rules; meta LCS feeds logic and alignment-based training; Strong labels optionally override IBM ownership. No runtime chain between all children is asserted.

models

Typed models

Subject: exact source hash in manifest; observation is one call or the stated finite training pass. All models are partial source-derived relations, not universal proof. Domain and resource assumptions are in invariant.md. The baseline exclusion is an inner source-derived claim on that domain; reverse is a compatible-antecedent relation. Specialized relations hold fixed the parameters and tables unless stated otherwise. Evidence uses the named checks in tests.md; individual assertions cover only finite parts, other branches remain prospective.

behavior_complement

keep=false tokens contribute no counts. Equal weights never choose lexically later chunk. Logic gate excludes changed logical-word multiset but does not establish event equivalence.

reverse_reconstruction

Tables admit many corpus orders and distributions with same context counts/weights. Chosen chunk identifies an argmax region, not a unique text. Quote removal and recasing admit ambiguous originals.

context_backoff

MIN=[2,2,2,1]; voted fine contexts additionally need votes>=1.999.

delta_threshold

Override requires nc>=right+3 and nc>=0.5*total; gains update predictions before finer levels.

logical_multiset

Compare sorted negations/modals/normalized numbers, retaining multiplicity.

quote_state

Possessive test observes prior emitted token and quote parity; dropped quotes still toggle parity.

tests

Checks and evidence

• profile::tests::typography_of_quotes_and_possessives
• profile::tests::the_logic_gate_on_overrides
• profile::wave32::contexts_votes_and_ties

Exact cargo commands use package translate, binary translate, --offline --locked and -- --exact --test-threads=1. External native-commands.json lists every name; debug and release run twice, numerical status and named outcomes retained. Some tests target other portions of the file; this fragment has source reasoning plus only the overlapping assertions.

Compiled controls mutate production decision expressions and restore exact original bytes; see external mutations.json and restoration receipt. No assertion-only mutation is counted. The evidence summary is authoritative for completed receipts. Scoped source reasoning and finite tests do not establish total branch coverage.

Recorded 2026-10-31 result

This source contributes 3 exact named checks to the 18-check group. Every name passes twice in debug and twice in release, with identical sorted outcomes. A compiled production mutation in profile.rs was rejected by its selected runtime assertion; its original and restored SHA-256 match. All 18 checks pass again after all nine restorations. There were nine rejected production mutations, zero assertion-only mutations and zero surviving controls in this batch. Nine source projections matched byte-for-byte across two generations. No original production bytes changed.

The augmented-registry check has no owned source or fragment diagnostic. Only root-owned inference-core/mova child/source bindings await integration. A first isolated-registry experiment was unsuitable because the checker inspects unrelated existing sidecars; those failures are retained separately and are not counted as semantic controls.

This page in Markdown → https://md.groupants.elamur.ai/free/en/mova/tools/translate/src/profile.rs.groupant/