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AI Eğitimleri
Yapay zeka alanındaki en son teknikler, araçlar ve araştırmalar hakkında güncel bilgileri takip edin. AI eğitimlerimiz, zorlu makine öğrenimi modellerini adım adım anlatır.
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How to Build User Interfaces For AI Applications Using Streamlit And LangChain
Learn to build AI chatbots with Streamlit, LangChain, and Neo4j. This tutorial covers creating UIs for LLM apps, implementing RAG, and deploying to Streamlit Cloud.
15 Ekim 2024
OpenAI Realtime API: A Guide With Examples
Learn how to build real-time AI applications with OpenAI's Realtime API. This tutorial covers WebSockets, Node.js setup, text/audio messaging, function calling, and deploying a React voice assistant demo.
11 Ekim 2024
Fine-Tuning Phi-3.5 on E-Commerce Classification Dataset
Discover Microsoft's new LLM series and boost your model's accuracy from 65% to 86% by fine-tuning it on the E-commerce classification dataset.
10 Ekim 2024
Swarm Intelligence Algorithms: Three Python Implementations
Learn how swarm intelligence works by implementing ant colony optimization (ACO), particle swarm optimization (PSO), and artificial bee colony (ABC) using Python.
10 Ekim 2024
Speculative RAG Implementation With Transformers
Learn Speculative RAG, a technique that improves RAG through a two-step drafting and verification process, and apply your skills with a hands-on implementation using Hugging Face Transformers.
10 Ekim 2024
Unsloth Guide: Optimize and Speed Up LLM Fine-Tuning
Fine-tuning the Llama 3.1 model to solve specialized algebra problems with high accuracy and detailed results using Unsloth.
9 Ekim 2024
GPT-4o Vision Fine-Tuning: A Guide With Examples
Learn how to fine-tune GPT-4o with images by following this step-by-step tutorial, where you’ll discover how to improve GPT-4o’s ability to recognize Georgian churches.
9 Ekim 2024
Llama 3.2 and Gradio Tutorial: Build a Multimodal Web App
Learn how to use the Llama 3.2 11B vision model with Gradio to create a multimodal web app that functions as a customer support assistant.
9 Ekim 2024
OpenAI Model Distillation: A Guide With Examples
Learn how to distill LLMs with OpenAI's distillation tool. This tutorial provides a step-by-step guide using GPT-4o and GPT-4o-mini for generating Git commands.
8 Ekim 2024
Llama Stack: A Guide With Practical Examples
Llama Stack is a set of standardized tools and APIs developed by Meta that simplifies the process of building and deploying large language model applications.
3 Ekim 2024
Fine-tuning GPT-4o Mini: A Step-by-Step Guide
Customize the GPT-4o Mini model to classify posts from Reddit into "stressful" and "non-stressful" labels.
2 Ekim 2024
Fine-tuning Llama 3.2 and Using It Locally: A Step-by-Step Guide
Learn how to access Llama 3.2 lightweight and vision models on Kaggle, fine-tune the model on a custom dataset using free GPUs, merge and export the model to the Hugging Face Hub, and convert the fine-tuned model to GGUF format so it can be used locally with the Jan application.
29 Eylül 2024