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Latest from Xiaomi Tech

50 recent articles
Xiaomi Tech
Xiaomi Tech
Jun 12, 2026 · Artificial Intelligence

Building a Universal Sound Model: Xiaomi Dasheng’s 8‑GPU AI Engineering Journey

This article details Xiaomi Dasheng’s end‑to‑end approach to creating a universal sound representation model, from choosing a Masked Autoencoder pre‑training framework and scaling up to 1.2 B parameters on 300 TB of diverse audio, to six‑dimensional annotation, unified understanding‑generation architecture, and future audio‑scene generation.

Xiaomi Dashengaudio generationaudio representation
0 likes · 13 min read
Building a Universal Sound Model: Xiaomi Dasheng’s 8‑GPU AI Engineering Journey
Xiaomi Tech
Xiaomi Tech
Jun 11, 2026 · Artificial Intelligence

MiMo Code 0.1.0 Released: Model‑Agent Collaboration Drives Self‑Evolving AI Coding

MiMo Code 0.1.0, an open‑source terminal AI coding assistant built on OpenCode, introduces a persistent memory system, a Compose mode that orchestrates design‑to‑test workflows, voice input, and benchmark‑proven superiority over Claude Code on SWE‑Bench and Terminal Bench, while supporting multiple large‑model APIs.

AI coding assistantCompose modeOpen Source
0 likes · 7 min read
MiMo Code 0.1.0 Released: Model‑Agent Collaboration Drives Self‑Evolving AI Coding
Xiaomi Tech
Xiaomi Tech
Jun 9, 2026 · Artificial Intelligence

What 1000 tokens/s Really Means: Inside Xiaomi MiMo’s UltraSpeed Breakthrough

The article explains how Xiaomi’s MiMo‑V2.5‑Pro‑UltraSpeed mode achieves a record‑breaking 1000 tokens per second inference speed, why such ultra‑fast performance matters for real‑time AI applications, and the FP4 quantization, DFlash decoding and TileRT inference technologies that make it possible without sacrificing model quality.

DFlashFP4InferenceSpeed
0 likes · 10 min read
What 1000 tokens/s Really Means: Inside Xiaomi MiMo’s UltraSpeed Breakthrough
Xiaomi Tech
Xiaomi Tech
Jun 9, 2026 · Artificial Intelligence

How Xiaomi’s MiMo‑V2.5‑Pro UltraSpeed Achieves 1000 TPS on a 1‑Trillion‑Parameter Model

Xiaomi’s MiMo‑V2.5‑Pro UltraSpeed mode breaks the 1000 tokens‑per‑second barrier for a 1‑trillion‑parameter model by combining FP4 expert‑only quantization, DFlash block‑masked speculative decoding, and TileRT’s ultra‑low‑latency GPU system, and the API is now available through a limited‑time trial.

AI inferenceDFlashFP4 quantization
0 likes · 13 min read
How Xiaomi’s MiMo‑V2.5‑Pro UltraSpeed Achieves 1000 TPS on a 1‑Trillion‑Parameter Model
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.

ControlFoleyOpen Sourceaudio synthesis
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 CodingSoftware Engineeringcode knowledge base
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.

Hardware‑software co‑designdiffusion model distillationefficient inference
0 likes · 14 min read
Xiaomi’s Imaging Algorithms Win CVPR 2026 NTIRE: Super‑Resolution, Portrait Restoration, Reflection Removal Breakthroughs