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Latest from Baidu Intelligent Cloud Tech Hub

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Baidu Intelligent Cloud Tech Hub
Baidu Intelligent Cloud Tech Hub
Sep 12, 2024 · Artificial Intelligence

Will AlphaFold 3 Earn a Nobel? Meet China’s HelixFold 3 Rival

AlphaFold 3, released by DeepMind in May 2024, dramatically speeds protein and biomolecule structure prediction, prompting predictions of a future Nobel Prize, while China’s HelixFold 3, the first domestic model matching AlphaFold 3’s performance, offers high‑accuracy, cloud‑based services for diverse molecular interactions and drug discovery.

AI modelingAlphaFoldCloud Computing
0 likes · 9 min read
Will AlphaFold 3 Earn a Nobel? Meet China’s HelixFold 3 Rival
Baidu Intelligent Cloud Tech Hub
Baidu Intelligent Cloud Tech Hub
Jul 25, 2024 · Artificial Intelligence

How Transformers Work: From Tensor Basics to GPU Performance Analysis

This article provides a comprehensive, engineer‑focused breakdown of transformer architecture—including tensor fundamentals, matrix multiplication, GPU theoretical compute, attention and FFN mechanics, quantitative parameter and FLOP analysis, performance metrics like MFU, parallelism strategies, variant optimizations, and practical exercise questions—offering clear insight into large‑model efficiency and scaling.

AttentionFFNGPU performance
0 likes · 33 min read
How Transformers Work: From Tensor Basics to GPU Performance Analysis
Baidu Intelligent Cloud Tech Hub
Baidu Intelligent Cloud Tech Hub
Jul 10, 2024 · Artificial Intelligence

How AI Transforms Physical Network Fault Localization: From Manual to LLM‑Powered Precision

This article explains how Baidu Cloud evolved its physical network fault‑location workflow—from manual analysis and integrated multi‑signal algorithms to AI‑driven reasoning with large language models—highlighting structured prompting, multi‑agent collaboration, and measurable improvements in accuracy and automation.

AIautomationfault localization
0 likes · 15 min read
How AI Transforms Physical Network Fault Localization: From Manual to LLM‑Powered Precision
Baidu Intelligent Cloud Tech Hub
Baidu Intelligent Cloud Tech Hub
Jul 3, 2024 · Operations

How to Eliminate Network Hash Collisions in Large‑Model Training

This article examines the impact of GPU communication bottlenecks on large‑model training, analyzes hash‑collision issues in high‑performance networks, and presents three practical solutions—including increasing RDMA streams, affinity‑aware scheduling, and dynamic load balancing—to boost effective network bandwidth up to 95%.

RDMAdynamic load balancinghash collision
0 likes · 11 min read
How to Eliminate Network Hash Collisions in Large‑Model Training
Baidu Intelligent Cloud Tech Hub
Baidu Intelligent Cloud Tech Hub
Jun 21, 2024 · Databases

How Vector Databases and Large Models are Transforming AI-Driven Database Operations

This article reviews the evolution of databases and large models, explains the role of vector databases and Retrieval‑Augmented Generation (RAG) in AI‑enhanced data management, and showcases Baidu Cloud's VectorDB and DBSC solutions for intelligent database operations and knowledge‑driven services.

AI4DBDatabase OperationsLarge Language Models
0 likes · 15 min read
How Vector Databases and Large Models are Transforming AI-Driven Database Operations