Hector Martinez

Table of Contents FastAPI with GitHub Actions and GHCR: Continuous Delivery Made Simple Transition to Continuous Deployment (CD) Why Continuous Deployment Matters for FastAPI Projects Configuring Your Development Environment Project Directory Structure for Following Lessons What Is GitHub Container Registry…

Table of Contents Enhancing GitHub Actions CI for FastAPI: Build, Test, and Publish What Readers Will Learn in This Post Configuring Your Development Environment Can You Test a CI Pipeline Locally? Project Directory Structure for Following Lessons Building and Testing…

Table of Contents Setting Up GitHub Actions CI for FastAPI: Intro to Taskfile and Pre-Jobs Brief Overview of What We’ve Covered So Far The Importance of CI in Modern Software Development What Readers Will Learn in This Post Configuring Your…

Table of Contents Introduction to GitHub Actions for Python Projects Introduction What Is CICD? Continuous Integration (CI) Continuous Delivery (CD) Continuous Deployment (CD) Why Is CICD Important? Key Components of CI/CD The Tale of DevCity: How CI/CD Transformed the Way…

Table of Contents llama.cpp: The Ultimate Guide to Efficient LLM Inference and Applications The Evolution of Large Language Models The Challenge with LLMs Enters llama.cpp Understanding llama.cpp Background on Gerganov Contributions Unique Selling Point (USP) of llama.cpp Which Foundational Models…

Table of Contents Integrating and Scaling Large Language Models with FastChat: A Complete Guide to LMSYS, Configuration, and Advanced Usage FastChat: Unlocking the Potential of Large Language Models About LMSYS Importance and Relevance of FastChat in the Current LLM Ecosystem…

Table of Contents How to Use ‘tf.GradientTape’ Configuring Your Development Environment Introduction What Is tf.GradienTape? Simple Example of tf.GradienTape Image Classification with the COCO Dataset Prepare the Dataset Define the Model Train the Model Using model.fit Custom Training Loop with…

Table of Contents No Module Named ‘tensorflow’ What Is TensorFlow 2? Prerequisites and Operating System TensorFlow Installation Steps Alternative TensorFlow Installation Methods Using Docker for TensorFlow Installing TensorFlow with Conda Learn TensorFlow Hands-On Summary Citation Information No Module Named ‘tensorflow’…

Table of Contents No Module Named ‘torch’ Choose Your Flavor Stable Release Preview (Nightly) Release Know Thy Operating System Linux macOS Windows Your Tool for the Job Conda Pip LibTorch How You’ll Talk to PyTorch Python C++ Other Languages CPU…