copyleft
Datasets
All datasets matching “copyleft”Agriculture-Agent-RL-Training-Data
Agriculture Agent RL Training Data
A growing dataset of RL rollout trajectories for LLM agents on
natural/regenerative farming — the first RL/trajectory-shaped dataset in the
Copyleft Cultivars collection
(every prior dataset here is SFT/conversational Q&A). Agents call real tools
(primarily cultivars-mcp,
a plant-genomics MCP server) across 9 knowledge categories (plus a 10th,
organic_chemistry_soil_science, added 2026-08-11, and an 11th,
organic_chemistry_synthesis, added… See the full description on the dataset page: https://huggingface.co/datasets/CopyleftCultivars/Agriculture-Agent-RL-Training-Data.qwen3.6-35b-a3b-chemistry-benchmarks
Qwen3.6-35B-A3B Chemistry Benchmark Results
Raw outputs and scores from running Qwen3.6-35B-A3B (Q8_0 quant) through five published chemistry and biosecurity benchmarks, entirely on local hardware (two secondhand Tesla M40 24GB GPUs, no cloud compute). This is the raw data behind our blog post on locally reproducible AI capability evaluation, including the full per-item outputs, the parsing failures, and the negative results, not just the headline numbers.
Results at… See the full description on the dataset page: https://huggingface.co/datasets/CopyleftCultivars/qwen3.6-35b-a3b-chemistry-benchmarks.kicad9plus-copyleft
Ailiance — KiCad 9+ Schematic Corpus (Copyleft)
🇫🇷 Ailiance — curated by Ailiance for production deployment ; co-published with the upstream electron-rare/kicad9plus-copyleft. 🇪🇺 Compatible EU AI Act (Template AI Office, July 2025).
Corpus de 209 schémas KiCad 9+ (.kicad_sch, format S-expression, version ≥ 20240722) collectés sous licences copyleft / réciproques fortes (GPL-3.0, CERN-OHL-S-2.0, EUPL-1.2). Compatible GPL-3.0-or-later au niveau aggregé. Pensé pour l'entraînement… See the full description on the dataset page: https://huggingface.co/datasets/Ailiance-fr/kicad9plus-copyleft.kicad9plus-copyleft
KiCad 9+ Schematic Corpus — Copyleft subset
209 KiCad 9+ schematic samples (.kicad_sch S-expression format, version >= 20240722).
Copyleft / strong reciprocal licenses only: GPL-3.0 (169), CERN-OHL-S-2.0 (36), EUPL-1.2 (4).
This is the copyleft split of the original electron-rare/kicad9plus-sch-corpus (now deprecated). The split was done after legal audit revealed CC-BY-SA-4.0 incompatibility with these inputs. CC-BY-SA-4.0 is one-way compatible to GPLv3 only, never the reverse — so… See the full description on the dataset page: https://huggingface.co/datasets/electron-rare/kicad9plus-copyleft.SemiSynthetic_Crop_RequirementsThis dataset was create semi-synthetically using a RAG system containing crop nutrition and environmental conditions requirements for various plants, sourced from agricultural college data, along with open nutrient projects data, connected to a ChatGPT4 API, put together by Copyleft Cultivars Nonprofit, then cleaned lightly by Caleb DeLeeuw.
The dataset is in json.
Training-Ready_NF_chatbot_conversation_history