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
5
MetaEncoder
🧭
Multimodal decision making and retrieval with one encoder
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Running on CPU Upgrade
Agents
36
FAIR Chemistry Leaderboard
🥇
Submit and view model evaluation on molecular benchmarks
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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
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Runtime error
Agents
Featured
279
CoTracker
🎨
Track points in a video
models 2,361
facebook/UMA
Updated • 141 • 546
facebook/meta-encoder
Feature Extraction • 30B • Updated • 142 • 29
facebook/VGGT-Omega
Updated • 521
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 • 171 • 8
facebook/MobileMoE-L-SFT
Text Generation • 5B • Updated • 37 • 5
facebook/MobileMoE-M-SFT
Text Generation • 3B • Updated • 189 • 2
facebook/MobileMoE-S-SFT
Text Generation • 1B • Updated • 230 • 5
facebook/MobileMoE-L-Base
Text Generation • 5B • Updated • 33 • 7
datasets 127
facebook/multiloko
Viewer • Updated • 68k • 565 • 8
facebook/hackbench
Viewer • Updated • 169 • 63 • 11
facebook/mmi
Viewer • Updated • 893 • 103 • 9
facebook/MemProBench
Viewer • Updated • 22.5M • 790 • 6
facebook/show3d-dataset
Viewer • Updated • 2.14k • 44k • 14
facebook/bouquet
Updated • 1.08k • 54
facebook/wearable-ai
Viewer • Updated • 2.1k • 5.68k • 30
facebook/adepts
Updated • 410 • 1
facebook/uco3d
Updated • 72.8k • 20
facebook/WearableQA
Viewer • Updated • 20.4k • 210 • 16