a family of on-device MoE language models with sub-billion active parameters (0.3-0.9B active and 1.3-5.3B total) that establish a new Pareto frontier
AI & ML interests
None defined yet.
Recent Activity
Papers
MIMESIS: Learning User Simulators as Training Environments for Interactive Agents
Scaling Laws for Looped Mixture of Experts
spaces 56
pinned
Running
Agents
6
MetaEncoder
🧭
Multimodal decision making and retrieval with one encoder
pinned
Running on CPU Upgrade
Agents
36
FAIR Chemistry Leaderboard
🥇
Submit and view model evaluation on molecular benchmarks
pinned
Running on Zero
Agents
Featured
5.11k
MusicGen
🎵
Generate music from text and optional melody
pinned
Running on Zero
Agents
167
MelodyFlow
🎵
Generate short music clips from text prompts
pinned
Running on Zero
Agents
Featured
117
ActionMesh
🎬
Generate animated 3D meshes from video
pinned
Runtime error
Agents
Featured
279
CoTracker
🎨
Track points in a video
models 2,361
facebook/UMA
Updated • 148 • 552
facebook/OMol25
Updated • 300
facebook/meta-encoder
Feature Extraction • 30B • Updated • 146 • 31
facebook/VGGT-Omega
Updated • 530
facebook/MobileMoE-L-QAT
Text Generation • 3B • Updated • 27 • 10
facebook/MobileMoE-M-QAT
Text Generation • 1B • Updated • 60 • 6
facebook/MobileMoE-S-QAT
Text Generation • 0.7B • Updated • 176 • 8
facebook/MobileMoE-L-SFT
Text Generation • 5B • Updated • 40 • 6
facebook/MobileMoE-M-SFT
Text Generation • 3B • Updated • 193 • 2
facebook/MobileMoE-S-SFT
Text Generation • 1B • Updated • 233 • 5
datasets 127
facebook/multiloko
Viewer • Updated • 68k • 599 • 9
facebook/hackbench
Viewer • Updated • 169 • 88 • 14
facebook/mmi
Benchmark • Updated • 893 • 89 • 9
facebook/MemProBench
Viewer • Updated • 22.5M • 820 • 6
facebook/show3d-dataset
Viewer • Updated • 2.14k • 47.2k • 14
facebook/bouquet
Updated • 1.04k • 54
facebook/wearable-ai
Viewer • Updated • 2.1k • 5.72k • 30
facebook/adepts
Updated • 419 • 1
facebook/uco3d
Updated • 70.1k • 21
facebook/WearableQA
Viewer • Updated • 20.4k • 213 • 16