Open-source projects focused on local language model inference, model architecture research, and systems-level tooling.

• Local inference — running language models without external APIs or cloud services
• Model implementation — transformer architectures, tokenizers, and training pipelines implemented from source
• Hardware tooling — CPU, RAM, and GPU monitoring at the OS level
• Agent systems — task automation combining language model output with system interaction

See CONTRIBUTING.md for contribution guidelines, code style requirements, and the pull request process.

To report a security issue, refer to SECURITY.md instead of opening a public issue.

Projects in this organization are released under the MIT License unless otherwise noted in the repository.