Ankitgoelvirgo·6d agoBuilding a Zero-Cost JSON Extractor: A Fun Local LLM Fine-Tuning POC on Mac M4 ProIf you’ve ever tried using a foundational LLM to extract structured data into JSON, you know the struggle. No matter how much you beg in…
Nitin Prodduturi·Oct 24LLM Fine-Tuning: How to Customize Large Language Models for Real-World ApplicationsFrom general-purpose AI to domain-specific intelligence: understanding the techniques, tools, and best practices behind LLM fine-tuning.
Kapilesh C·Oct 22Fine-Tuning an Open LLM Using QLoRA: A Complete Hugging Face Hands-On GuideIn this article, we will fine-tune an open LLM using:
Aditya Lakkad·Oct 18Taming the Internet Simulator: The Statistics of LLM Fine-TuningImagine you memorize the entire internet. Every Reddit argument, every Wikipedia article, every snippet of Python code, and every spam…A response icon2A response icon2
srirammentey·Oct 13Learning LoRA, QLoRA, and Full Fine-Tuning With MedGemma 4B: From Mac to H100How a hospital dashboard project led me from experimenting with LoRA and QLoRA on my Mac to fine-tuning a medical language model on Google…A response icon1A response icon1
Cahit Barkin Ozer·Oct 10LLM’ler Nasıl Finetune Edilir?Büyük dil modellerinin ince ayarlanması hakkında öğrendiğim pratik bilgileri paylaşıyorum.
Wagied Davids·Oct 4𝗥𝗘𝗔𝗦𝗢𝗡𝗘𝗫 · 𝗥𝗘𝗖𝗔𝗟𝗟 𝗢𝗥 𝗥𝗘𝗖𝗢𝗡𝗦𝗧𝗥𝗨𝗖𝗧𝗜𝗢𝗡?Our last experiment showed something uncomfortable:
Sifayathf·Oct 3Teaching a Tiny LLM Your Own Documents: A Fine-Tuning StoryIt started with a PDF nobody reads
Krishnan Sriram·Oct 1Fine-Tuning an LLM on Azure Foundry for Under $10A fine-tuned gpt-4.1 learned a fictional company’s ticket categories and priority rules from examples alone, scoring 57 of 58 on both…A response icon1A response icon1
Maeda Hanafi, PhD·Sep 29Using Training Signals to Find Human Annotation ErrorsWhen training dynamics can point to dataset subsets that need human review
