# Distributed GGUF runtime milestones The exact alpha target and immutable acceptance gates are defined in [GLM-5.2-MAX-ALPHA-ROADMAP.md](GLM-5.2-MAX-ALPHA-ROADMAP.md). ## Completed foundation - DGR-001 locks the safetensors-versus-GGUF performance/fit/quality contract. Its immutable CPU v1 verdict remains `stop`; separate ROCm evidence supports a fit-oriented investigation without rewriting CPU evidence. - DGR-002 defines the backend-neutral gRPC/Protobuf Shard protocol. ## Gate A — exact GLM-5.2 target and oracle - DGR-017 locks official/GGUF revisions, `UD-IQ1_S`, hashes, resource accounting, Max-mode semantics, and alpha thresholds. - DGR-003 builds exact recipe identity on DGR-002 and DGR-017. - DGR-004 creates the reproducible pinned llama.cpp boundary after stock GLM behavior is measured. - DGR-018 certifies one whole-model `UD-IQ1_S` oracle with real MoE, DSA, IndexShare, KV, and `reasoning_effort=max` semantics. ## Gate B — minimal native execution seam - DGR-005 implements range-owned tensors using dense Llama as a cheap structural fixture. - DGR-006 proves the generic named activation boundary and F32 correctness lane. - DGR-019 implements explicit GLM-5.2 MoE/MLA/DSA/IndexShare/NextN range semantics and parity. ## Gate C — native Meshnet route - DGR-007 isolates Shard-local Hot KV State. - DGR-008 exposes the native worker over gRPC. - DGR-009 integrates the worker without replacing Meshnet's control plane. - DGR-010 passes local real-model two-process acceptance. - DGR-011 passes real two-physical-machine execution. - DGR-013 supplies the cancellation/node-loss/restart/cleanup subset required by alpha. ## Gate D — GLM-5.2 Max alpha verdict - DGR-020 runs the exact `UD-IQ1_S` target across enough physical consumer nodes that no one node can admit the whole recipe. - It produces an immutable `alpha` or `stop` verdict from target identity, native GLM semantics, parity, Max-mode usefulness, minimum speed, telemetry, failure, and cleanup evidence. - Synthetic workers, layer-reduced fixtures, dense-attention fallbacks, and single-host execution cannot satisfy this gate. ## Gate E — post-alpha product hardening - DGR-012 adds continuous batching and bounded admission. - DGR-014 compares distributed GGUF against the current reference route under locked thresholds. - Longer contexts progress through 32K/128K/200K before 1M certification. - MTP/speculative decoding and source-bound layer packages remain measured optimizations. - DGR-016 prepares narrow upstream llama.cpp collaboration material. - DGR-015 adds Qwen3/Qwen3-MoE only as later architecture expansion. No later gate may be claimed from synthetic workers or documentation-only evidence. Model artifacts remain on mounted-drive storage and never under `/home`.