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
4
MetaEncoder
🧭
Multimodal decision making and retrieval with one encoder
pinned
Sleeping
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 • 125 • 525
facebook/meta-encoder
Feature Extraction • 30B • Updated • 136 • 27
facebook/VGGT-Omega
Updated • 495
facebook/MobileMoE-L-QAT
Text Generation • 3B • Updated • 21 • 9
facebook/MobileMoE-M-QAT
Text Generation • 1B • Updated • 47 • 6
facebook/MobileMoE-S-QAT
Text Generation • 0.7B • Updated • 177 • 8
facebook/MobileMoE-L-SFT
Text Generation • 5B • Updated • 32 • 4
facebook/MobileMoE-M-SFT
Text Generation • 3B • Updated • 186 • 2
facebook/MobileMoE-S-SFT
Text Generation • 1B • Updated • 223 • 5
facebook/MobileMoE-L-Base
Text Generation • 5B • Updated • 31 • 7
datasets 126
facebook/MemProBench
Viewer • Updated • 22.5M • 92 • 2
facebook/mmi
Viewer • Updated • 893 • 93 • 7
facebook/show3d-dataset
Viewer • Updated • 2.14k • 31.3k • 13
facebook/bouquet
Updated • 1.02k • 53
facebook/wearable-ai
Viewer • Updated • 2.1k • 4.69k • 30
facebook/adepts
Updated • 386 • 1
facebook/uco3d
Updated • 78.4k • 18
facebook/WearableQA
Viewer • Updated • 20.4k • 244 • 16
facebook/omnilingual-gaia2-results
Preview • Updated • 335
facebook/omnilingual-gaia2
Viewer • Updated • 6.4k • 474 • 2