✨ Any prior in → 3D world out ✨ Mix camera, intrinsics, depth as priors ✨ Predict point clouds, normals, Gaussians & more in one pass ✨ Unified architecture for all 3D task
✨ Trained on Honey-Data-15M, a 15M-sample SFT corpus with dual-level CoT reasoning ✨ Backed by HoneyPipe, a transparent & reproducible open data curation suite
✨1T total / 50B active params per token ✨20T+ reasoning-dense tokens (Evo-CoT) ✨128K context via YaRN ✨FP8 training: 15%+ faster, same precision as BF16 ✨Hybrid Syntax-Function-Aesthetics reward for front-end & visual generation
- At Alibaba Cloud Summit, Qwen dropped at least 7 new series of models. ( some are not open sourced ) - Since June, Tencent has doubled down on open source, especially after Hunyuan gained traction
✨ Some of the community’s hottest models come from startups.
- Kimi K2-0905 - GLM v4.6 -OpenBMB MiniCPM 4.1
✨ New players are pushing hard!
- Baidu ERNIE & Qianfan: enterprise-ready focus - Ant Group: MoE + low-activation; from small to trillion, from core to reasoning fast track - Xiaomi MiMo: stands out with Any-to-Any audio models
✨ Robotics is joining the open-source wave
- Unitree released its first open-source model - BAAI launched RoboBrain-X0, an open-source robotics model + dataset
👀 Each month brings cooler models. After the 8-day National Holiday, expect another wave before the end of the year.
✨ 0.6B/4B/8B - Apache2.0 ✨ Two variants: Gen & Steam ✨ Trained on a dataset of 1.19 million prompts ✨ Classifies content into Safe / Unsafe / Controversial ✨ Supports 119 languages & dialects
