taskweft-fbd-react-train

Intents paired with IEC 61131-3 Function Block Diagrams that carry them out, as an EditScore-shaped corpus.

What it is for

Each intent has a root row, its matching candidate diagram, the split-out invalid ones, and a score row for each candidate. Rank1 is the reference diagram. Rank3 compiles and does the wrong thing. Rank5 is a diagram the compiler refuses. The scores come from the compiler's reference scan on constructed input traces. Every row is built from a template and a seed, so the labels are true by construction and the corpus regenerates from the seeds. The train split trains. The test split holds out every tenth seed of the same distribution and gates the trained model. The evaluation split holds out the button_sequence_then_idle family, and is never trained or tuned on.

The react_root config holds the intent, template, seed, frame, the block kinds and signatures the reference uses, and the input traces. The react_candidates config holds the matching candidate: the one that parses, compiles, runs and matches the intent, with its compiler text form, PLCopen XML, plan and runner result and a sha256 of its source text. The react_candidates_invalid config holds the split-out rows, every candidate that was refused or ran to the wrong effect, with the same columns. The react_scores config holds parse, compile, run and effect-match flags, step and wall-time measures, and the refusal. react_scores_invalid carries the split-out candidates' verdicts. The default react config joins the root row with its matching candidate, each carrying its scores; react_invalid is the same view of the split-out candidates. The split is a partition: react_candidates and react_candidates_invalid together hold every candidate the corpus was built with, and so do react_scores with react_scores_invalid and react with react_invalid. A candidate is invalid when it was refused or its effect did not match, read from react_scores and cross-checked against the rank, so the two never disagree. Every artifact is in the parquet. An artifact a family does not produce is an empty string, never a null. A manifest.json sits at the repo root.

Provenance

• Generator: v-sekai-fabric/taskweft-fbd-teacher.
• Compiler: taskweft-fbd-compiler at commit d3279ec.

Use

from datasets import load_dataset
ds = load_dataset("chibifire/taskweft-fbd-react-train", "react", split="train")

Or fetch the files with hf download chibifire/taskweft-fbd-react-train --repo-type dataset.

Licence

MIT. See the MIT License.