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Artificial Immune System (AIS): A Guide With Python Examples

Learn about Artificial Immune Systems (AIS) and how they can be implemented in Python for tasks like anomaly detection and optimization.

16 tháng 1, 2025

Fuzzy Logic in AI: Principles, Applications, and Python Implementation Guide

From binary to nuance: explore how fuzzy logic powers intelligent AI systems and mimics human decision-making behavior.

16 tháng 1, 2025

Llama 3.2 90B Tutorial: Image Captioning App With Groq & Streamlit

Learn how to build an image captioning app using Streamlit for the front end, Llama 3.2 90B for generating captions, and Groq as the API.

15 tháng 1, 2025

Fine-Tuning Llama 3.2 Vision

Learn how to fine-tune a multimodal model by Meta AI on the Amazon product dataset using the Unsloth framework.

15 tháng 1, 2025

Evaluate LLMs Effectively Using DeepEval: A Practical Guide

Learn to use DeepEval to create Pytest-like relevance tests, evaluate LLM outputs with the G-eval metric, and benchmark Qwen 2.5 using MMLU.

14 tháng 1, 2025

DeepSeek V3: A Guide With Demo Project

Learn how to build an AI-powered code reviewer assistant using DeepSeek-V3 and Gradio.

14 tháng 1, 2025

vLLM: Setting Up vLLM Locally and on Google Cloud for CPU

Learn how to set up and run vLLM (Virtual Large Language Model) locally using Docker and in the cloud using Google Cloud.

9 tháng 1, 2025

Microsoft's Phi-4: Step-by-Step Tutorial With Demo Project

Learn how to build a homework checker using Microsoft's Phi-4 model, which validates solutions, provides detailed corrections, and suggests elegant alternatives.

7 tháng 1, 2025

ChatGPT Desktop: A Guide With VS Code and Terminal Examples

Learn how to optimize your coding workflow using the ChatGPT desktop app, with a focus on its integration with VS Code, the terminal, and Xcode.

7 tháng 1, 2025

OpenAI's Preference Fine-Tuning: A Guide With Examples

Learn how to align large language models with user preferences using OpenAI's preference fine-tuning and direct preference optimization.

7 tháng 1, 2025

Llama 3.3: Step-by-Step Tutorial With Demo Project

Learn how to build a multilingual code explanation app using Llama 3.3, Hugging Face, and Streamlit.

17 tháng 12, 2024

Gemini 2.0 Flash: Step-by-Step Tutorial With Demo Project

Learn how to use Google's Gemini 2.0 Flash model to develop a visual assistant capable of reading on-screen content and answering questions about it using Python.

16 tháng 12, 2024