The Frontier · Tags
#open weights
3 published articles
Xiaomi releases MiMo-V2.6-Pro and Flash as MIT-licensed open weights with more than 7,000 RL environments
The 1.02T-parameter Pro model scores 46 on the Artificial Analysis index, by Xiaomi's count. Xiaomi also published its RL framework and training costs. Every benchmark in the release is vendor-reported.
DeepSeek's 17 September V4.1-Flash report cuts global KV cache to 890 bytes per token and leaves the quality cost unmeasured
The 51-page arXiv paper pairs FP4 KV caching, cross-layer cache reuse and an encoder-decoder split. It reports no serving speed and no ablation for its two riskiest shortcuts.
FLUX 3 Action: open 7B world action model with LeRobot DROID and SO-101 checkpoints
Black Forest Labs released a fine-tunable world action model that maps camera frames and text to action chunks. It reports 42.92% on RoboLab-120. The weights use the FLUX Kommunity License.