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Open-source inference platform for language, vision, embedding, reranking, image, audio, and video models. Deploy with multiple engines across heterogeneous hardware, from a laptop to a distributed cluster. Serve models through OpenAI-compatible APIs.
Accessible large language models via k-bit quantization for PyTorch.
- llm
- machine-learning
- pytorch
- qlora
Trail of Bits skills for security research, vulnerability detection, and audit workflows
🥷 Engineering habits you already know, turned into skills AI assistants like Claude Code, Codex and Cursor can run.
- claude
- claude-code
- design
- engineer
Windows Exploit Suggester - Next Generation
4 bits quantization of LLaMA using GPTQ
A semantic diff utility and library for tree-like files such as JSON, JSON5, XML, HTML, YAML, and CSV.
- diff
- library
- python
- graph-algorithms
Publications from Trail of Bits
- conference-presentations
- academic-papers
- security-reviews
Self-hosted music scrobble database to create personal listening statistics and charts
- self-hosted
- scrobble
- music
- statistics
A self-hosted habit tracking app without "Goals"
- habit-tracker
- habits
- python
- streaks
Buttercup finds and patches software vulnerabilities
Some CircuitPython tricks, mostly reminders to myself
- circuitpython
- qtpy
- raspberrypipico
- itsybitsym4