Учебные материалы по ИИ

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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 января 2025 г.

DeepSeek V3: A Guide With Demo Project

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

14 января 2025 г.

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 января 2025 г.

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 января 2025 г.

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 января 2025 г.

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 января 2025 г.

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 декабря 2024 г.

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 декабря 2024 г.

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 декабря 2024 г.

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 декабря 2024 г.

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 ноября 2024 г.

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 ноября 2024 г.