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
168
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 2,363
facebook/UMA
Updated • 223 • 599
facebook/ODAC25
Updated • 49
facebook/free-range-gaussians
Image-to-3D • Updated
facebook/eva-flow
Updated • 1
facebook/OMol25
Updated • 308
facebook/meta-encoder
Feature Extraction • 30B • Updated • 127 • 31
facebook/VGGT-Omega
Updated • 632
facebook/MobileMoE-L-QAT
Text Generation • 3B • Updated • 36 • 10
facebook/MobileMoE-M-QAT
Text Generation • 1B • Updated • 60 • 6
facebook/MobileMoE-S-QAT
Text Generation • 0.7B • Updated • 196 • 8
datasets 129
facebook/personalized-hearing
Updated • 97
facebook/sixthview_benchmark
Viewer • Updated • 1.21k • 565 • 3
facebook/multiloko
Viewer • Updated • 68k • 3.49k • 11
facebook/hackbench
Viewer • Updated • 169 • 231 • 19
facebook/mmi
Benchmark • Updated • 893 • 140 • 9
facebook/MemProBench
Viewer • Updated • 22.5M • 1.09k • 6
facebook/show3d-dataset
Viewer • Updated • 2.14k • 152k • 15
facebook/bouquet
Updated • 1.43k • 58
facebook/wearable-ai
Viewer • Updated • 2.1k • 5.95k • 30
facebook/adepts
Updated • 210 • 1