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Latest from Xiaomi Tech

36 recent articles
Xiaomi Tech
Xiaomi Tech
May 30, 2026 · Artificial Intelligence

How Xiaomi’s MiMo V2.5 Achieves 99% API Price Cut with Full‑Stack Inference Optimizations

The MiMo‑V2.5 series combines Hybrid Sliding‑Window Attention, Mixture‑of‑Experts and multimodal support with a complete redesign of KVCache management, tiered caching, prefix‑tree logic and scheduling, compressing KVCache to about one‑seventh of full‑attention models and delivering up to 40% faster Prefill, 30% lower TTFT and dramatically reduced inference costs that enable a 99% API price reduction.

Hybrid SWAInference OptimizationKVCache
0 likes · 12 min read
How Xiaomi’s MiMo V2.5 Achieves 99% API Price Cut with Full‑Stack Inference Optimizations
Xiaomi Tech
Xiaomi Tech
May 29, 2026 · Artificial Intelligence

ControlFoley: An Open‑Source Model for Fully Controllable Video Sound Generation

ControlFoley, released by Xiaomi's large‑model team, is an open‑source framework that lets creators generate video‑aligned sound effects while explicitly controlling content, style, and timing through text prompts, video dubbing, or reference audio, achieving SOTA performance on multiple benchmarks.

ControlFoleyMultimodalOpen Source
0 likes · 15 min read
ControlFoley: An Open‑Source Model for Fully Controllable Video Sound Generation
Xiaomi Tech
Xiaomi Tech
May 28, 2026 · Artificial Intelligence

Scaling AI Coding from Individuals to Teams: Xiaomi’s Engineering Practices

The article analyzes how Xiaomi’s AI coding initiative boosted individual developer speed but exposed organizational bottlenecks, and describes a three‑layer engineering solution—Unified Workflow (VAF), Code Knowledge Index (VKF), and Collaborative Workbench (eight‑claw)—that lowers entry barriers, builds searchable code knowledge, enables parallel task execution, and preserves team‑wide knowledge for sustainable productivity gains.

AI codingcode knowledge basecollaboration tools
0 likes · 19 min read
Scaling AI Coding from Individuals to Teams: Xiaomi’s Engineering Practices
Xiaomi Tech
Xiaomi Tech
May 26, 2026 · Artificial Intelligence

Xiaomi Auto Unveils Integrated Reconstruction‑Generation World Model Framework Achieving SOTA on Major Benchmarks

Xiaomi Auto introduces a novel world‑model framework that tightly couples 3D reconstruction and generative prediction, delivering state‑of‑the‑art performance on Waymo and nuScenes benchmarks while enabling high‑fidelity, long‑duration video synthesis for autonomous‑driving scenarios.

3D ReconstructionAutonomous DrivingBenchmark SOTA
0 likes · 10 min read
Xiaomi Auto Unveils Integrated Reconstruction‑Generation World Model Framework Achieving SOTA on Major Benchmarks
Xiaomi Tech
Xiaomi Tech
May 18, 2026 · Artificial Intelligence

Xiaomi’s Imaging Algorithms Win CVPR 2026 NTIRE: Super‑Resolution, Portrait Restoration, Reflection Removal Breakthroughs

Xiaomi secured three top spots at CVPR 2026 NTIRE—first in Efficient Super‑Resolution with SPANV2, first in Portrait Restoration using a dual‑stage cascade, and second in Reflection Removal via RDNet‑XL and diffusion‑model distillation—showcasing hardware‑software co‑design, ultra‑fast inference, and novel algorithmic innovations.

Efficient Inferencediffusion model distillationhardware-software co-design
0 likes · 14 min read
Xiaomi’s Imaging Algorithms Win CVPR 2026 NTIRE: Super‑Resolution, Portrait Restoration, Reflection Removal Breakthroughs
Xiaomi Tech
Xiaomi Tech
May 15, 2026 · Artificial Intelligence

How Xiaomi Leveraged AI to Transform Air‑Conditioner Installation and Energy Efficiency

The article details Xiaomi's end‑to‑end AI engineering practice for its air conditioners, covering installation‑height verification, AI‑driven energy‑saving control, rigorous lab validation, intelligent fault diagnosis, and cross‑team collaboration that turned vague business needs into measurable performance gains.

AIMachine LearningSmart Home
0 likes · 16 min read
How Xiaomi Leveraged AI to Transform Air‑Conditioner Installation and Energy Efficiency
Xiaomi Tech
Xiaomi Tech
May 14, 2026 · Artificial Intelligence

500 M Videos Yield the Largest Open‑Source GUI Dataset; 3B Model Cuts Inference Tokens 71% and Beats Larger Models (Xiaomi AI at ICML 2026)

Xiaomi’s AI team extracted 5 billion video frames to create the world’s largest open‑source GUI dataset, demonstrated that a 3 B‑parameter model can reduce inference tokens by 71% while surpassing larger models, and presented a suite of ICML 2026 papers covering data scaling, benchmarking, reasoning, multimodal perception, and training stability for GUI agents and other AI tasks.

GUI AgentLarge Language ModelMultimodal
0 likes · 21 min read
500 M Videos Yield the Largest Open‑Source GUI Dataset; 3B Model Cuts Inference Tokens 71% and Beats Larger Models (Xiaomi AI at ICML 2026)
Xiaomi Tech
Xiaomi Tech
May 13, 2026 · Artificial Intelligence

Xiaomi OneVL: A Breakthrough Open‑Source Model for Fast, Accurate Autonomous Driving

Xiaomi unveils OneVL, an open‑source stepwise latent language‑vision reasoning framework that unifies VLA, world‑model and latent inference, delivering higher accuracy than explicit CoT and inference speed comparable to answer‑only models, with SOTA benchmark results across multiple autonomous‑driving tests.

Autonomous DrivingOneVLOpen Source
0 likes · 8 min read
Xiaomi OneVL: A Breakthrough Open‑Source Model for Fast, Accurate Autonomous Driving
Xiaomi Tech
Xiaomi Tech
May 12, 2026 · Industry Insights

Beyond the First‑Level Energy Rating: The Technology Behind Mijia Air Conditioner’s High APF

While many buyers focus only on the first‑level energy‑efficiency label, the true measure of long‑term savings is the Annual Performance Factor (APF); Mijia’s air conditioner achieves an APF of 6.3 through high‑efficiency compressors, double‑row heat exchangers, a 118 mm high‑flow fan, and a self‑developed AI‑driven energy‑saving algorithm that adapts to real‑world home scenarios.

AI algorithmAPFMijia
0 likes · 10 min read
Beyond the First‑Level Energy Rating: The Technology Behind Mijia Air Conditioner’s High APF