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360 Tech Engineering
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360 Tech Engineering

Official tech channel of 360, building the most professional technology aggregation platform for the brand.

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Latest from 360 Tech Engineering

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360 Tech Engineering
360 Tech Engineering
Oct 15, 2024 · Artificial Intelligence

Implementation and Optimization of 360 AI Compute Center: Infrastructure, Network, Kubernetes, and Training/Inference Acceleration

The article details the design and deployment of 360's AI Compute Center, covering GPU server selection, high‑performance networking, Kubernetes‑based cluster management, advanced scheduling, training and inference acceleration techniques, and a comprehensive AI development platform with visualization and fault‑tolerance features.

AI infrastructureDistributed ComputingGPU Cluster
0 likes · 21 min read
Implementation and Optimization of 360 AI Compute Center: Infrastructure, Network, Kubernetes, and Training/Inference Acceleration
360 Tech Engineering
360 Tech Engineering
Aug 29, 2024 · Artificial Intelligence

FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance

FancyVideo is an open‑source UNet‑based video generation model that supports arbitrary resolutions, aspect ratios, styles, and motion dynamics by introducing a Cross‑frame Textual Guidance Module (CTGM) with temporal injectors, refiners, and boosters, achieving state‑of‑the‑art results on multiple benchmarks and enabling versatile applications such as video extension, backtracking, and frame interpolation.

AI researchUNetVideo Generation
0 likes · 6 min read
FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance
360 Tech Engineering
360 Tech Engineering
Jul 3, 2024 · Artificial Intelligence

360LayoutAnalysis: Open‑Source Lightweight Document Layout Analysis Models for Multiple Scenarios

The 360LayoutAnalysis project from 360 AI Lab releases lightweight, yolov8‑based layout analysis models covering Chinese and English papers, Chinese research reports, and a general document scenario, providing fast inference, paragraph‑level detection, and open‑source code and weights for flexible document‑understanding pipelines.

AI modelDocument UnderstandingLayout Analysis
0 likes · 9 min read
360LayoutAnalysis: Open‑Source Lightweight Document Layout Analysis Models for Multiple Scenarios
360 Tech Engineering
360 Tech Engineering
May 17, 2024 · Artificial Intelligence

Zhou Hongyi Discusses Large‑Model AI Trends and Their Role in New‑Quality Productivity at the 6th National Youth Entrepreneurs Conference

At the 6th National Youth Entrepreneurs Conference in Wuhan, 360 founder Zhou Hongyi highlighted the strategic importance of AI large models for new-quality productivity, outlined three development trends, and urged entrepreneurs to focus on specialized, scenario‑driven applications rather than competing in generic super‑model races.

AI trendsArtificial IntelligenceEntrepreneurship
0 likes · 5 min read
Zhou Hongyi Discusses Large‑Model AI Trends and Their Role in New‑Quality Productivity at the 6th National Youth Entrepreneurs Conference
360 Tech Engineering
360 Tech Engineering
May 17, 2024 · Artificial Intelligence

360VL: An Open‑Source Multimodal Large Language Model Based on Llama‑3‑70B

The article introduces 360VL, an open‑source multimodal large language model built on Llama‑3‑70B, describes its novel C‑abs bridge architecture for high‑resolution visual understanding, outlines the two‑stage training with bilingual data, and presents benchmark results showing superior performance over prior LMMs.

AI researchLarge Language ModelLlama3
0 likes · 8 min read
360VL: An Open‑Source Multimodal Large Language Model Based on Llama‑3‑70B
360 Tech Engineering
360 Tech Engineering
May 10, 2024 · Cloud Native

Practical Experience of Deploying and Optimizing Apache Pulsar on Kubernetes at 360

This article shares the architecture design, cluster deployment, storage selection, multi‑region mode, service discovery, performance tuning, monitoring, alerting, and future plans of a production‑grade Apache Pulsar platform running on Kubernetes, providing valuable insights for engineers adopting Pulsar.

Apache PulsarDistributed MessagingKubernetes
0 likes · 17 min read
Practical Experience of Deploying and Optimizing Apache Pulsar on Kubernetes at 360
360 Tech Engineering
360 Tech Engineering
Apr 17, 2024 · Artificial Intelligence

HiCo: A Hierarchical Controllable Diffusion Model for Layout‑to‑Image Generation

The 360 AI Research Institute introduces HiCo, a hierarchical controllable diffusion model that enables fine‑grained layout control across up to eight image regions, integrates seamlessly with existing Stable Diffusion ecosystems, and demonstrates superior performance on the GRIT‑VAL benchmark for layout‑aware image synthesis.

AI drawingControllable GenerationHiCo
0 likes · 8 min read
HiCo: A Hierarchical Controllable Diffusion Model for Layout‑to‑Image Generation
360 Tech Engineering
360 Tech Engineering
Apr 15, 2024 · Artificial Intelligence

Fine‑Tuning Large Language Models: A Practical Guide Using Qwen‑14B on the 360AI Platform

This article explains the concept, motivations, and step‑by‑step workflow for fine‑tuning large language models—specifically Qwen‑14B—covering data preparation, training commands with DeepSpeed, hyper‑parameter settings, evaluation, and deployment via FastChat, all illustrated with code snippets and configuration details.

AIDeepSpeedFastChat
0 likes · 10 min read
Fine‑Tuning Large Language Models: A Practical Guide Using Qwen‑14B on the 360AI Platform