arXiv 2610.26825 · cs.CL · 2026-10-19
MemT-1.0: Towards Memory-Native Evolution
Zhiyu Li, Zeyu Zhang, Linyun Liu, Yiwei Bu, Chenyang Xi, Xichong Zhang, Yi Yu, Yu Yu and 66 more
MemTensor
In latest · #60 Added on 2026-10-21
One-line takeaway
MemT-1.0 makes memory intrinsic to the model using Gated DeltaNet-2 and Mixture-of-Storage to scale native memory.
MemT-1.0 把记忆做成模型计算的一部分,基于 Gated DeltaNet-2 和混合存储扩展原生记忆容量。
Read on arXiv PDF Hugging Face discussion Code Project page
Topics & disciplines
More on LLMs
- Jeva: System One Models from First Principles ▲371
- Post-Training Leaves Behavioral Shadows on Unrelated Decisions ▲273
- OmniEdu: Open Foundation Models for Learning and Teaching ▲240
- PAR: Progress-Aligned Recurrence for Length Generalization in State Tracking ▲148
- MiMo-V2.6: Scaling Reinforcement Learning Towards Self-Improvement ▲92
About this data
Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.
The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.