MemT 1.0 Models by MemTensor

MemTensorMITOpen sourceOpen Source
MemTensor releases · 2 in the last 12 monthsChangelog →
2 models2026

Last refreshed 2026-10-20. Next refresh: weekly.

Details

ResearcherMemTensor
LicenseMITOSI-approved
Commercial usePermitted
Models2
Released2026

About

MemT 1.0 is MemTensor's family of memory-native language models, released October 20, 2026. A native memory block runs alongside the backbone's attention so past turns are stored in a fixed-size memory state instead of being reloaded as context. Nano is built on Qwen3.6-35B-A3B (Apache 2.0) and Flash on DeepSeek-V4-Flash (MIT).

Decision facts

Best fit
agent workflows
Capability starting point
MemT-1.0-Flash
Lowest tracked input
Not tracked
Closest related family
Agents-A1

Current Variants

Use-when guidance is based on each model's tracked capabilities, context window, release date, and replacement status.

2 in view

Use when provider availability and model metadata match the workload.

2026-10

Use when provider availability and model metadata match the workload.

2026-10

Release Timeline

1 release group
2026-10
2 current

Specifications(2 models)

MemT 1.0 model specifications comparison
ModelReleasedParameters
MemT-1.0-Nano2026-1036B (3B activated)
MemT-1.0-Flash2026-10288B (17B activated)