// TRANSMISSION_LOG
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2 ENTRIES ON RECORD
ENTRY_001JUL 12, 2026I Taught Gemma 4 to Text Like a Desi Friend — for ₹0
The full log of fine-tuning Google's Gemma 4 (E4B) into 'Yaar' — a Hinglish chat buddy — entirely on free Kaggle T4s. QLoRA, the more-data trap, multi-turn memory for free, and shipping a 73 MB GGUF when the standard merge path broke.
fine-tuninggemma-4qloraunsloth12 MIN READREAD
ENTRY_002NOV 19, 2024The TOC Extractor from PDFs
How can you extract a Table of Contents from any PDF — even messy non-standard ones — without ML, DL, or LLMs? Just Python, PyMuPDF, PDFPlumber, and a stack of regex filters.
pdf-extractionpythonregextooling8 MIN READREAD