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Add MiMo-v2.5-Pro-UltraSpeed news in README.md #42

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Expand Up @@ -20,19 +20,21 @@ ______________________________________________________________________

## 📰 News

- 💥 **2026-06-08 · [Breaking 1000 TPS on a 1T Model](https://www.tilert.ai/blog/breaking-1000-tps.html)**. In collaboration with [Xiaomi MiMo](https://mimo.xiaomi.com/blog/mimo-tilert-1000tps), TileRT pushes [**MiMo-V2.5-Pro-UltraSpeed**](https://platform.xiaomimimo.com/docs/en-US/model-intro/mimo-v2.5-pro-ultraspeed) past **1000 tokens/s** on a **1-trillion-parameter** model through extreme model–system co-design — a first without custom silicon, all on a single 8-GPU node.

- 🚀 **2026-06-01 · [v0.1.4](https://github.com/tile-ai/TileRT/releases/tag/v0.1.4) Released**. A major performance upgrade for both DeepSeek-V3.2 and GLM-5, with model quality unchanged. See the benchmark charts for details.

- 🏭 **2026-05-22 · [TileRT in Production](https://www.tilert.ai/blog/speed-as-the-next-scaling-law-zh.html)**. [GLM-5.1-highspeed](https://docs.bigmodel.cn/cn/guide/models/text/glm-5.1-highspeed) is now live on Z.ai, powered by TileRT — from experimental prototype to real production.
- 🏭 **2026-05-22 · [TileRT in Production](https://www.tilert.ai/blog/speed-as-the-next-scaling-law-zh.html)**. [**GLM-5.1-highspeed**](https://docs.bigmodel.cn/cn/guide/models/text/glm-5.1-highspeed) is now live on Z.ai, powered by TileRT — from experimental prototype to real production.

- :fire: **2026-02-14 · [Try the Online Demo](https://www.tilert.ai/)**. Our online demo is now live! Experience ultra-low-latency inference with **GLM-5** and **DeepSeek-V3.2**. [Try it now !](https://www.tilert.ai)

- 🎉 **2026-02-14 · [v0.1.3](https://github.com/tile-ai/TileRT/releases/tag/v0.1.3) Released**. The v0.1.3 release introduces full support for the latest GLM-5 model, achieving up to 500 tokens/s on GLM-5-FP8 and up to 600 tokens/s on DeepSeek-V3.2.

- 🚀 **2026-01-26 · [v0.1.2-alpha.1](https://github.com/tile-ai/TileRT/releases/tag/v0.1.2-alpha.1)**. **Multi-Token Prediction (MTP)** is now available in TileRT! With mtp=3, we achieve decoding rates of up to **590 tokens/s** under synthetic workloads.

<details>
<summary>Key Milestones</summary>

- 🚀 **2026-01-26 · [v0.1.2-alpha.1](https://github.com/tile-ai/TileRT/releases/tag/v0.1.2-alpha.1)**. **Multi-Token Prediction (MTP)** is now available in TileRT! With mtp=3, we achieve decoding rates of up to **590 tokens/s** under synthetic workloads.

- ⚡ **2025-12-23 · [v0.1.1](https://github.com/tile-ai/TileRT/releases/tag/v0.1.1)**. Achieved ~**35% further reduction** (3 ~ 4x speedup over baseline) in end-to-end token generation latency on a single node with **8× NVIDIA B200**.

- 🚀 **2025-11-20 · [v0.1.0-alpha.1](https://github.com/tile-ai/TileRT/releases/tag/v0.1.0-alpha.1)**. Initial public release for **DeepSeek-V3.2-Exp**, targeting **ultra-low-latency** inference. Available on [PyPI](https://pypi.org/project/tilert) and [HuggingFace](https://huggingface.co/Tile-AI/DeepSeek-V3.2-Exp-TileRT).
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