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Baidu Geek Talk
Baidu Geek Talk
Oct 23, 2024 · Artificial Intelligence

Integrating Yuan 2.0 Large Model with PaddleNLP: Overview, Usage Steps, and Interaction Examples

The open‑source Yuan 2.0 large model is fully integrated into Baidu’s PaddleNLP, offering quick inference for tasks like code generation, translation, and reasoning, along with efficient distributed training and fine‑tuning features such as Zero Padding optimization, enabling developers to easily deploy and customize the model via simple setup steps and example interactions.

AILLMPaddleNLP
0 likes · 10 min read
Integrating Yuan 2.0 Large Model with PaddleNLP: Overview, Usage Steps, and Interaction Examples
Baidu Geek Talk
Baidu Geek Talk
Oct 22, 2024 · Big Data

How Baidu’s DATAPILOT Uses NVIDIA RAPIDS to Supercharge SQL Analytics

Baidu’s DATAPILOT platform combines natural‑language interaction with GPU‑accelerated Spark‑RAPIDS to turn complex, multi‑table SQL queries into seconds‑fast results, boosting ad‑revenue analysis efficiency by up to five‑fold while reducing infrastructure costs.

Apache SparkBaiduBig Data
0 likes · 10 min read
How Baidu’s DATAPILOT Uses NVIDIA RAPIDS to Supercharge SQL Analytics
Baidu Geek Talk
Baidu Geek Talk
Oct 21, 2024 · Databases

TDE-ClickHouse Optimization Practice at Baidu MEG: Query Performance, Data Import, and Distributed Architecture

Baidu MEG’s TDE‑ClickHouse optimization in the Turing 3.0 ecosystem boosts query speed up to 10×, halves latency, enables billion‑row bulk imports in under two hours, and migrates to a cloud‑native, ZooKeeper‑free architecture supporting 350 k CPU cores, 10 PB storage, and sub‑3‑second responses for 150 k daily BI queries.

Baidu MEGClickHouseCloud Native
0 likes · 19 min read
TDE-ClickHouse Optimization Practice at Baidu MEG: Query Performance, Data Import, and Distributed Architecture
Baidu Geek Talk
Baidu Geek Talk
Oct 16, 2024 · Operations

Design and Implementation of an Online‑Offline Task Scheduling System for Baidu’s Mobile Operations Promotion Platform

The authors redesign Baidu’s Mobile Operations Promotion Platform by separating online business logic from offline warehouse calculations and implementing a custom three‑step online‑offline scheduler that logs operations, orchestrates batch tasks, and dispatches them via TDS, delivering consistent, timely settlement data, reduced errors, and lower maintenance costs.

Architecture RefactoringBaidu OPSTDS
0 likes · 15 min read
Design and Implementation of an Online‑Offline Task Scheduling System for Baidu’s Mobile Operations Promotion Platform
Baidu Geek Talk
Baidu Geek Talk
Oct 14, 2024 · Backend Development

Evolution of Baidu Visual Search Architecture: Stack Upgrade, Full‑Link Refactoring, and Stability Enhancements

Baidu Visual Search upgraded its PHP/HHVM stack to Golang, introduced a Backend‑For‑Frontend layer, refactored presentation and system modules with the GDP framework and ExGraph, and built comprehensive monitoring and self‑healing tools, delivering a modular, scalable, and stable AI‑driven search platform.

GolangSystem Designarchitecture
0 likes · 13 min read
Evolution of Baidu Visual Search Architecture: Stack Upgrade, Full‑Link Refactoring, and Stability Enhancements
Baidu Geek Talk
Baidu Geek Talk
Oct 9, 2024 · Artificial Intelligence

How Baidu’s Baige 4.0 Architecture Redefines AI Compute Efficiency

This article analyzes Baidu's Baige 4.0 AI infrastructure, detailing its four‑layer architecture, XMAN 5.0 hardware, HPN network, BCCL communication library, and AIAK inference upgrades, and explains how these innovations address large‑model training and inference challenges while boosting performance, utilization, and cost efficiency.

AI infrastructureCluster ManagementGPU Acceleration
0 likes · 16 min read
How Baidu’s Baige 4.0 Architecture Redefines AI Compute Efficiency
Baidu Geek Talk
Baidu Geek Talk
Sep 30, 2024 · Artificial Intelligence

Can China’s HelixFold 3 Rival DeepMind’s AlphaFold 3? A Deep Dive

This article reviews the evolution from AlphaFold 2 to AlphaFold 3, introduces Baidu's HelixFold 3 as the first domestic model matching AlphaFold 3, compares their benchmark results on small‑molecule ligands, nucleic acids and protein complexes, and explains the cloud‑based service and confidence scoring that make high‑throughput structure prediction accessible.

AI modelingAlphaFoldHelixFold
0 likes · 9 min read
Can China’s HelixFold 3 Rival DeepMind’s AlphaFold 3? A Deep Dive
Baidu Geek Talk
Baidu Geek Talk
Sep 25, 2024 · Industry Insights

How Baidu Eliminated Search Result Inconsistencies with Data‑Flattening Experiments

Baidu tackled the challenge of search result inconsistency by quantifying diff rates, designing a data‑flattening technique, leveraging fake traffic and dynamic debugging, orchestrating large‑scale experiments, and automating inspection, ultimately identifying all contributing features and dramatically reducing result volatility.

BaiduDistributed Systemsdata flattening
0 likes · 15 min read
How Baidu Eliminated Search Result Inconsistencies with Data‑Flattening Experiments
Baidu Geek Talk
Baidu Geek Talk
Sep 23, 2024 · Artificial Intelligence

Intelligent Early Screening System for Malignant Skin Tumors Based on PaddleX Low‑Code AI

The Meikel Studio team created an intelligent early‑screening system for malignant skin tumors on the PaddleX low‑code AI platform, which automatically captures dermatoscopic images, segments lesions with the PP‑LiteSeg model, achieves high accuracy (mIoU 0.868) and rapid inference, and offers one‑click deployment via RESTful API to improve diagnosis efficiency and support future medical‑imaging applications.

AI segmentationLow‑codeModel Deployment
0 likes · 9 min read
Intelligent Early Screening System for Malignant Skin Tumors Based on PaddleX Low‑Code AI
Baidu Geek Talk
Baidu Geek Talk
Sep 18, 2024 · Industry Insights

How Baidu’s Large‑Model ‘Yuanji’ Is Transforming Traffic Policing in China

The article examines Baidu Cloud’s large‑model‑powered digital police assistant “Yuanji,” detailing its deployment in Shijiazhuang, its voice‑enabled 24/7 Q&A capabilities, performance metrics, broader city rollouts, and the strategic AI partnership reshaping smart traffic management.

Artificial IntelligenceBaidu CloudDigital Police
0 likes · 9 min read
How Baidu’s Large‑Model ‘Yuanji’ Is Transforming Traffic Policing in China