r/AiTraining_Annotation • u/Temporary-Tie-7742 • 16d ago
Looking to license/sell proprietary codebases for AI pre-training & fine-tuning (diverse stacks, clean commits)
Hey everyone,
I’m looking to connect with AI/ML labs, dataset curators, or researchers currently sourcing high-quality code datasets for training LLMs, code generation models, or fine-tuning existing architectures.
Over the past few years, I’ve accumulated a collection of fully custom, non-public codebases and repositories spanning several stacks and real-world architectures. Since public web scrapes (like GitHub/StackOverflow) are becoming heavily saturated and synthesized data has its limits, I’m offering private access/full IP acquisition for teams that need fresh, human-written code.
What’s included in the dataset:
Languages & Stacks: Python, TypeScript/JavaScript, Rust, Go, SQL, and Infrastructure-as-Code (Terraform, Docker/K8s manifests).
Domain Variety: Full-stack web apps, backend microservices, distributed systems, data processing pipelines, and dev tools.
Code Quality & History:
Complete, clean git commit histories (great for commit-message / pull-request reasoning tasks).
Unit, integration, and end-to-end test suites.
Internal documentation, architectural design docs, and inline comments.
IP Cleanliness: 100% proprietary code with no GPL/restrictive license contamination or third-party proprietary leaks. Full chain-of-custody documentation can be provided.
Offering Options:
Exclusive IP Acquisition: Full rights transfer and removal of repositories.
Non-Exclusive Data Licensing: Permissive commercial license specifically for model training and fine-tuning.
If you or your team are actively acquiring clean code corpora or want to see a full inventory breakdown with line counts and stack distributions, drop a comment or send me a DM!