Tag - Model Optimization

AI in Hardware Devices: Principles, Implementation, Real-world Applications and Optimization Strategies

An in-depth exploration of how integrates AI in hardware devices, covering technical principles, voice interaction optimization, model deployment strategies, and cost considerations.

Blog, Embedded System Development , March 12, 2025 , AI Costs, AI Deployment, AI hardware, Cloud AI, Edge AI, IoT Devices, Model Optimization, Smart Hardware, Voice Interaction

Technical Deep Dive into Edge AI IoT: Architecture, Applications, and Future Prospects

Explore what Edge AI is and how it transforms IoT. Explore real-world applications, key use cases, and future trends. ZedIoT offers expert Edge AI IoT solutions.

Blog, Edge Computing and Data Analytics , March 12, 2025 , AI architecture, Edge AI, Edge Computing, embedded systems, iot, IoT Devices, Machine Learning, Model Optimization, Technical Implementation

LLM Development (2): Practical Guide from Data Preprocessing to Model Optimization

Large Language Models (LLMs) have made groundbreaking progress in the field of Natural Language Processing (NLP). Models like BERT and GPT-3 have achieved state-of-the-art performance across multiple NLP tasks. This guide provides a comprehensive workflow for LLM development, from data preprocessing to model optimization, targeting developers and researchers with a foundational understanding of deep learning and NLP.

AI and Machine Learning, Blog , November 6, 2024 , AI, Data Preprocessing, LLM, LLM development, Model Optimization