No Libraries No Shortcuts: Reasoning LLMs from Scratch with PyTorch — Part 2
Author(s): Ashish Abraham Originally published on Towards AI. The no BS Guide to implementing reasoning models from scratch with SFT & RL In Part 1 of this series, we laid the groundwork for understanding how reasoning large language models (LLMs) can be …
No Libraries No Shortcuts: Reasoning Models from Scratch with PyTorch — Part 1
Author(s): Ashish Abraham Originally published on Towards AI. The no BS Guide to implementing LLMs with Mixture of Experts, RoPE, and Grouped Query Attention from scratch There is this term called “moment” that has been spooking and exciting AI investors of this …
Beyond Vectors: A Deep Dive into Modern Search in Qdrant
Author(s): Ashish Abraham Originally published on Towards AI. Image by Author Years back, I read a book called “I Thought I Knew How to Google”. It showed numerous ways in which we can write Google queries with operators like AND, NOT, quotation …
No Libraries, No Shortcuts: LLM from Scratch with PyTorch
Author(s): Ashish Abraham Originally published on Towards AI. The no BS guide to build, train, and fine-tune a Transformer architecture from scratch OpenAI has recently launched its highly anticipated open-source GPT-OSS models, a moment that invites a minute of reflection on just …
Designing Multimodal AI Search Engines for Smarter Online Retail
Author(s): Ashish Abraham Originally published on Towards AI. Photo by David Lezcano on Unsplash “Wow, that shirt looks amazing. I want one just like it!” No brand name, no fashion jargon, not even the fabric. Just a guess and a quick search …
MLFlow Series 01: RAG Evaluation with MLFlow
Author(s): Ashish Abraham Originally published on Towards AI. A definitive guide to evaluating RAG using MLFlow This member-only story is on us. Upgrade to access all of Medium. Image By Author (Generated By AI) For a long time, I have been thinking …
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