Curation - YouZum

2月 16, 2026admin NUAI,Committee,ニュース,Uncategorized0

A Coding Implementation to Design a Stateful Tutor Agent with Long-Term Memory, Semantic Recall, and Adaptive Practice Generation

In this tutorial, we build a fully stateful personal tutor agent that moves beyond short-lived...

11月 11, 2025admin NUAI,Committee,ニュース,Uncategorized0

A Coding Implementation to Build and Train Advanced Architectures with Residual Connections, Self-Attention, and Adaptive Optimization Using JAX, Flax, and Optax

In this tutorial, we explore how to build and train an advanced neural network using...

3月 22, 2026admin NUAI,Committee,ニュース,Uncategorized0

A Coding Implementation to Build an Uncertainty-Aware LLM System with Confidence Estimation, Self-Evaluation, and Automatic Web Research

In this tutorial, we build an uncertainty-aware large language model system that not only generates...

10月 18, 2025admin NUAI,Committee,ニュース,Uncategorized0

A Coding Implementation to Build a Unified Tool Orchestration Framework from Documentation to Automated Pipelines

In this tutorial, we build a compact, efficient framework that demonstrates how to convert tool...

10月 5, 2025admin NUAI,Committee,ニュース,Uncategorized0

A Coding Implementation to Build a Transformer-Based Regression Language Model to Predict Continuous Values from Text

We will build a Regression Language Model (RLM), a model that predicts continuous numerical values...

3月 1, 2026admin NUAI,Committee,ニュース,Uncategorized0

A Coding Implementation to Build a Hierarchical Planner AI Agent Using Open-Source LLMs with Tool Execution and Structured Multi-Agent Reasoning

In this tutorial, we build a hierarchical planner agent using an open-source instruct model. We...

8月 20, 2025admin NUAI,Committee,ニュース,Uncategorized0

A Coding Implementation to Build a Complete Self-Hosted LLM Workflow with Ollama, REST API, and Gradio Chat Interface

In this tutorial, we implement a fully functional Ollama environment inside Google Colab to replicate...

6月 13, 2026admin NUAI,Committee,ニュース,Uncategorized0

A Coding Implementation on Spatial Graph Neural Networks for Urban Function Inference Using city2graph, OSMnx, and PyTorch Geometric

In this tutorial, we build an end-to-end spatial graph learning pipeline using city2graph. We start...

4月 21, 2026admin NUAI,Committee,ニュース,Uncategorized0

A Coding Implementation on Qwen 3.6-35B-A3B Covering Multimodal Inference, Thinking Control, Tool Calling, MoE Routing, RAG, and Session Persistence

In this tutorial, we build an end-to-end implementation around Qwen 3.6-35B-A3B and explore how a...

4月 25, 2026admin NUAI,Committee,ニュース,Uncategorized0

A Coding Implementation on Microsoft’s OpenMementos with Trace Structure Analysis, Context Compression, and Fine-Tuning Data Preparation

In this tutorial, we work with Microsoft’s OpenMementos dataset and explore how reasoning traces are...

5月 31, 2026admin NUAI,Committee,ニュース,Uncategorized0

A Coding Implementation on Loguru for Designing Robust, Structured, Concurrent, and Production-Ready Python Logging Pipelines

In this tutorial, we implement a practical use case with Loguru, a powerful, flexible, and...

4月 26, 2026admin NUAI,Committee,ニュース,Uncategorized0

A Coding Implementation on kvcached for Elastic KV Cache Memory, Bursty LLM Serving, and Multi-Model GPU Sharing

In this tutorial, we explore kvcached, a dynamic KV-cache implementation on top of vLLM, to...

ニュース

A Coding Implementation to Design a Stateful Tutor Agent with Long-Term Memory, Semantic Recall, and Adaptive Practice Generation

A Coding Implementation to Build and Train Advanced Architectures with Residual Connections, Self-Attention, and Adaptive Optimization Using JAX, Flax, and Optax

A Coding Implementation to Build an Uncertainty-Aware LLM System with Confidence Estimation, Self-Evaluation, and Automatic Web Research

A Coding Implementation to Build a Unified Tool Orchestration Framework from Documentation to Automated Pipelines

A Coding Implementation to Build a Transformer-Based Regression Language Model to Predict Continuous Values from Text

A Coding Implementation to Build a Hierarchical Planner AI Agent Using Open-Source LLMs with Tool Execution and Structured Multi-Agent Reasoning

A Coding Implementation to Build a Complete Self-Hosted LLM Workflow with Ollama, REST API, and Gradio Chat Interface

A Coding Implementation on Spatial Graph Neural Networks for Urban Function Inference Using city2graph, OSMnx, and PyTorch Geometric

A Coding Implementation on Qwen 3.6-35B-A3B Covering Multimodal Inference, Thinking Control, Tool Calling, MoE Routing, RAG, and Session Persistence

A Coding Implementation on Microsoft’s OpenMementos with Trace Structure Analysis, Context Compression, and Fine-Tuning Data Preparation

A Coding Implementation on Loguru for Designing Robust, Structured, Concurrent, and Production-Ready Python Logging Pipelines

A Coding Implementation on kvcached for Elastic KV Cache Memory, Bursty LLM Serving, and Multi-Model GPU Sharing

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