AI-handledningar

Håll dig uppdaterad om de senaste teknikerna, verktygen och forskningen inom artificiell intelligens. Våra AI-handledningar guidar dig genom utmanande modeller för maskininlärning.

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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 januari 2025

DeepSeek V3: A Guide With Demo Project

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

14 januari 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 januari 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 januari 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 januari 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 januari 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 december 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 december 2024

Qwen 2.5 Coder: A Guide With Examples

Learn about the Qwen2.5-Coder series by building an AI code review assistant using Qwen 2.5-Coder-32B-Instruct and Gradio.

12 december 2024

Amazon Nova Models: A Guide With Examples

Learn about the new Amazon Nova models (Micro, Lite, Pro, Premier, Canvas, Reel), how to access them through the Bedrock Playground and API, and how to build a demo multi-agent app.

9 december 2024

Anthropic's Contextual Retrieval: A Guide With Implementation

Learn how Anthropic's contextual retrieval improves the accuracy of retrieval systems and how to implement it step-by-step.

29 november 2024

AWS Multi-Agent Orchestrator: A Guide With Examples

Learn how to set up the AWS Multi-Agent Orchestrator framework and build a demo project focused on multi-agent orchestration.

29 november 2024