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A CPU inference engine for GPT-2 (124M) implemented entirely from scratch in C, no PyTorch, no llama.cpp, no framework of any kind. Every component, tensor operations, the byte-level BPE tokenizer, multi-head attention, and the full transformer forward pass, was hand-written and verified byte-identical against Hugging Face's reference implementation. Ships with a live FastAPI + React dashboard for benchmarking two hand-built performance optimizations (a KV cache and multi-threaded matrix multiplication) in real time.

Transform your PDFs into interactive knowledge. Ask questions, get instant answers, and unlock insights with Notely.ai.

Generate highly personalized email templates for your cold outreach campaigns. Save, copy, and send your emails directly from our app, with options to edit and delete—all in one place.

A fast, flexible CLI tool to scaffold modern web app projects (Next.js, React, Express, Flask, and more) with optional TypeScript and Tailwind support, perfect for rapid prototyping and consistent project setup

Responsive Landing Page created for a crypto trading platform.