Learning Deep Learning

Below are my early notes on learning deep learning and everything LLM-related. This is my personal notebook, which I’m making publicly available as a small contribution to the internet.

• Dec 2, 2024 What is a Token?
• Oct 15, 2024 Understanding Vector Databases (with Chroma)
• Sep 28, 2024 Some Keras Snippets
• Sep 11, 2024 Profiling CUDA Calls
• Sep 3, 2024 What is a Tensor?
• Aug 30, 2024 Computing Logic Gates with Perceptrons
• Aug 28, 2024 Prompting Tips
• Aug 26, 2024 Training, Validation, and Test Datasets
• Aug 12, 2024 Debugging and Monitoring Ollama Usage
• Jul 29, 2024 LLM Inference as a Service
• Jul 26, 2024 Download .gguf Models From Ollama Library
• Jul 22, 2024 Using Local LLMs With ChatGPT-like UI (Open WebUI)
• Jul 19, 2024 Deep Learning on Arc A770 + Ubuntu 22.04
• Jul 3, 2024 Deep Learning on RX 7600 + Ubuntu 22.04
• Jun 29, 2024 Why GPUs Are Faster Than CPUs
• Jun 24, 2024 Safetensors vs GGUF
• Jun 16, 2024 A Heretical Theory No Longer
• Jun 15, 2024 Understanding Advance Vector Extensions (AVX)
• Jun 14, 2024 Running custom GGUF models with Ollama