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neuron-tai/.scratch/distributed-gguf-runtime/evidence/DGR-003/README.md

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DGR-003 — exact Artifact and runtime recipe identity

Evidence class: deterministic offline/unit. No model payload, GPU, external API, network node, or API credit is required or claimed.

Result

DGR-003 defines an exact, model-agnostic compatibility identity and connects it to both DGR-002's gRPC Fingerprint and tracker capability admission.

A matching digest proves canonical consistency, not node authenticity or real execution. Tracker-owned certification of a fingerprint by a non-synthetic, complete, multi-node distributed forward is the execution trust boundary.

Implementation

  • ArtifactIdentity binds artifact ID/revision, exact content digest, architecture/config digest, layer count, and optional derivative binding.
  • DerivativeBinding binds a split artifact to the exact source artifact digest and its end-exclusive layer range. A Shard cannot advertise outside that range.
  • RuntimeRecipe keeps these canonical axes separate rather than hiding them in a backend label:
    • weight quantization;
    • activation and compute dtypes;
    • KV dtype and layout;
    • tokenizer revision;
    • architecture adapter;
    • backend and runtime version;
    • boundary and protocol schema versions;
    • recipe ID/version and catalogue version.
  • CompatibilityFingerprint populates the existing DGR-002 Protobuf Fingerprint; check_handshake() returns DGR-002's structured fingerprint mismatch error.
  • Node and tracker implementations independently canonicalize the declaration. This is intentional: the tracker must not trust a digest copied from a node, and future native/C++ workers also need an independent implementation. Their behavior is pinned by tests/data/recipe_fingerprint_vectors.json.
  • Tracker admission cross-checks the exact identity against the capability proof's model, range, recipe labels, backend, and weight quantization. Any disagreement fails closed.
  • TrackerServer owns one certification ledger and passes it through direct and replicated registration paths. A known exact recipe is uncertified and dark for user traffic until the same exact fingerprint is certified.
  • Certification evidence is bound to the promoted fingerprint, requires at least two distinct nodes, complete layer coverage, generated tokens, and synthetic=false. Unknown or mismatched fingerprints cannot be promoted.

Files changed

  • packages/node/meshnet_node/runtime_recipe.py
  • packages/node/meshnet_node/capability.py
  • packages/tracker/meshnet_tracker/recipe.py
  • packages/tracker/meshnet_tracker/capability.py
  • packages/tracker/meshnet_tracker/server.py
  • tests/data/recipe_fingerprint_vectors.json
  • tests/test_runtime_recipe_identity.py
  • this evidence directory, issue state, and DGR-003 PRD state

A late review of dependency DGR-017 also found and fixed two genuine contract continuity defects before DGR-003 was accepted: v1 now has an independently trusted digest and recursively immutable parsed state. Those changes and tests are recorded in DGR-017 evidence rather than claimed as DGR-003 functionality.

Verification

Exact commands and outcomes are in commands.txt.

Observed final results:

  • DGR-003 identity + node/tracker capability suites: 99 passed.
  • DGR-017 focused dependency repair suite: 99 passed.
  • Full deterministic suite: 872 passed, 13 skipped.
  • python -m compileall -q packages tests: pass.
  • git diff --check: pass.
  • Ruff on the changed identity, capability, contract, and test modules: pass.
  • server.py has 8 pre-existing Ruff findings at both pushed baseline and the current tree; DGR-003 added no finding.

The first integrated full-suite run produced 871 passed, 13 skipped, 1 failed on the known unrelated test_tracker_dashboard_can_cancel_inflight_proxy timing race. Its fixture completed after three seconds just before cancellation, so the cancel endpoint returned 404. The same test then passed 5/5 in isolation, and the complete integrated rerun passed 872/872 tests. No cancellation-test code was changed.

Limitations

  • Certification state is process-local in this story. The same running tracker reuses it across registrations, but durable/cluster-wide certification-event persistence belongs with the later real distributed-forward control path. Restart or failover therefore returns exact recipes to the safe dark state; it never makes an unsupported recipe routable.
  • The node module still contains a local registry helper from the interrupted partial implementation. It has no call sites and is not used by admission; tracker remains the live certification authority. Removing that unpushed helper is safe cleanup, not an acceptance dependency.
  • This story proves identity and admission behavior with deterministic fixtures. It does not claim a real GLM forward or hardware certification.

Compatibility

  • Capability report identity is additive. Legacy reports without the new block retain ADR-0023's explicit compatibility-policy behavior.
  • Reports that opt into exact identity are held to it and fail closed on malformed, inconsistent, unknown, dark, or mismatched declarations.
  • No new wire identity was invented; DGR-002's Fingerprint remains the gRPC representation.

Handoff

DGR-004 and native workers must build ShardIdentity from the actual immutable artifact pin, patch/runtime pin, tokenizer, numerical recipe, cache layout, schema versions, and owned range. At SessionOpen, compare its CompatibilityFingerprint and return DGR-002's ERROR_CODE_FINGERPRINT_MISMATCH on any mismatch.

A digest match is not certification. Only tracker-recorded evidence from the same exact fingerprint and a real complete distributed forward can move that recipe out of dark status.