Strategist
software-strategist-v1
Software Fundamentals — Strategy Knowledge Base
A language-agnostic knowledge base of software engineering fundamentals, paired with a synthetic instruction-tuning dataset (~13,500 examples) for training small language models (SLMs) as software engineering strategists.
The trained model takes a description of a coding situation and routes it to relevant concepts, outputting synthesized strategic guidance as structured JSON.
Dataset Summary
This dataset provides ~13… See the full description on the dataset page: https://huggingface.co/datasets/jtregunna/software-strategist-v1.patent-strategist-bench-v0.1
Patent-Strategist Bench v0.1
A 200-question, seven-shape benchmark for patent-prosecution reasoning, anchored
to three public sources (USPTO MPEP, HPI-Naumann PatentMatch, BIGPATENT) with
oracle context attached to every row. Built to evaluate whether a small open
LLM can perform the day-to-day reasoning tasks of a patent practitioner.
Companion artifact to two methodology articles:
Patent-Strategist v1 baseline on Spark — establishes the first tri-mode (closed-book / retrieval /… See the full description on the dataset page: https://huggingface.co/datasets/Orionfold/patent-strategist-bench-v0.1.market-strategist-logging