Writings
Technical notes, deep dives, and short essays. Full archive on bearblog.
- 17 Sep 2025REFRAG: Recursive Fragmentation for Efficient Retrieval-Augmented DecodingRAG
- 14 Sep 2025Self-Supervised Learning (SSL) Deep DiveRepresentation Learning
- 19 Aug 2025Mixture of Experts (MoE): Theory and ImplementationArchitectures
- 18 Aug 2025KV CachingInference
- 18 Aug 2025Prefix TuningFine-tuning
- 03 Aug 2025LoRA and QLoRA: Efficient Fine-Tuning for Large Language ModelsFine-tuning
- 03 Aug 2025Towards Autonomous Preference Formation in AI: When Does “Changing One's Mind” Become Meaningful?Essay
- 19 Jul 2025Pairwise Ranking Problem: ML InterviewNotes