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Zachery Aaron Shores-Chmielewski fdc3c9663f feat: working multinode pipeline parallel prompt loop running locally
Get the multinode pipeline-parallel prompt loop actually running locally by supporting both tinygrad LLM backends and switching the Docker scenario to direct addressing.

- tinygrad_worker.py (load_pipeline_stage_model): try the modern tinygrad.llm gguf/model modules first and fall back to the legacy tinygrad.apps.llm TransformerBlock on ModuleNotFoundError, with PipelineStageTinygradModel constructing blocks positionally when no TransformerConfig exists
- tinygrad_worker.py (load_weights): drop the Transformer.from_gguf whole-model branch and its TinygradAppsLlmPartialStageUnsupported fatal, so partial pipeline stages build through load_pipeline_stage_model on either backend
- xtask (MultinodeDocker): stop forcing --relay-mode default --endpoint-addr-mask relay-only, so the scenario runs over the Docker network with full/direct addresses
- xtask (dump-log facts): rename relay_masked_* facts to docker_*, assert multiple workers join the coordinator via direct addresses (direct_addr_count > 0), and relax the benchmark report to skip the ensure_worker_binary span for the Docker scenario

Signed-off-by: Zachery Aaron Shores-Chmielewski <zacheryasc@gmail.com>
2026-07-23 15:34:57 +04:00
.cargo feat(mvp-system): working mvp-chat over edge transport 2026-07-22 11:50:53 +04:00
apps/mvp-node feat: working multinode pipeline parallel prompt loop running locally 2026-07-23 15:34:57 +04:00
crates feat: mvp-chat multinode docker test with network masking 2026-07-23 14:58:03 +04:00
src refactor(process): process-manager cleanup 2026-07-18 15:21:34 +04:00
tests feat: actor direct control via runtime admin 2026-07-08 19:23:03 +04:00
tools/vastai refactor: retire old pipeline-parallel app, restructure mvp-system 2026-07-07 14:40:02 +04:00
xtask feat: working multinode pipeline parallel prompt loop running locally 2026-07-23 15:34:57 +04:00
.dockerignore refactor: retire old pipeline-parallel app, restructure mvp-system 2026-07-07 14:40:02 +04:00
.gitignore refactor: retire old pipeline-parallel app, restructure mvp-system 2026-07-07 14:40:02 +04:00
Cargo.lock feat(mvp-system): working mvp-chat over edge transport 2026-07-22 11:50:53 +04:00
Cargo.toml feat: add mvp provisioning subsystem and datastream transport 2026-06-25 16:30:18 +04:00
README.md feat: add mvp provisioning subsystem and datastream transport 2026-06-25 16:30:18 +04:00

swactor

Minimal actor runtime for Rust. One trait, one message type. Single-threaded (tick()) or multi-threaded (run()).

Description

Core runtime is src/. Actors implement ActorInterface (in actor.rs), interact through Ctx (in runtime.rs), and run on worker threads (worker.rs).

crates/ builds upward: std adds OTP patterns (supervision, monitoring, groups), distribution adds clustering, everything else composes from there.

Dev commands

cargo xtask --help for the basic test command.

Testing

cargo check --workspace
cargo xtask test