Fine-Tuning Qwen3-VL with LoRA: Price Lists to JSON
How to approach Qwen3-VL fine-tuning with LoRA for PDF and image-to-JSON extraction: corrected training data, a TRL example, and price validation.
The archives.
Code, discoveries, detours. Collected over the years.
2026
The Last Bitbender: Reversing Heaven's Gate with Binary Ninja
COMPFEST CTF 2026 · Reverse Engineering chall.exe is a 3,072 byte PE32 that barely does anything on its own. It allocates RWX memory, copies 674 bytes into it and calls the result. That little blob is the actual challenge. It starts in…