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Fine-tuning LLM with LoRA (Low-Rank Adaptation) from scratch (Oct 2023)

Building LLMs from scratch following the book from S. Raschka

Build an AI communication analyzer from scratch to understand how AI products actually work. Learn prompt engineering, reasoning pipelines, and local LLM integration using Node.js - no frameworks, no abstractions, just fundamentals

Build a Claude-Code-shaped agent harness from scratch. 7-week course, 20 chapters, ~5,000 lines of Python, 42 tests, 3 LLM providers, no frameworks.

Reinforcement Learning in LLM Tutorial (Python) from scratch

build llm inference code from scratch

An agent skill that teaches engineers how to build a coding agent from scratch using raw HTTP calls to an LLM API.

Here's my solutions to all assignments of Stanford CS336 course: LLM from Scratch

Local LLM inference engine written from scratch in Rust — hand-written AVX-512 assembly kernels, Metal & Vulkan compute shaders. Supports Qwen3, Mistral3, ... Q4/INT8/BF16 quantization.