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Collections including paper arxiv:2308.14352

EdgeGaussians -- 3D Edge Mapping via Gaussian Splatting

Paper • 2409.12886 • Published Sep 19, 2024
EdgeCIM: A Hardware-Software Co-Design for CIM-Based Acceleration of Small Language Models

Paper • 2604.11512 • Published Apr 13
EdgeFace: Efficient Face Recognition Model for Edge Devices

Paper • 2307.01838 • Published Jul 4, 2023 • 1
Federated Distillation on Edge Devices: Efficient Client-Side Filtering for Non-IID Data

Paper • 2508.14769 • Published Aug 20, 2025 • 1

Models - MoE - IoT

EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models

Paper • 2308.14352 • Published Aug 28, 2023

Mixtral of Experts

Paper • 2401.04088 • Published Jan 8, 2024 • 162
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

Paper • 2401.15947 • Published Jan 29, 2024 • 54
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts

Paper • 2401.04081 • Published Jan 8, 2024 • 74
EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models

Paper • 2308.14352 • Published Aug 28, 2023

SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling

Paper • 2312.15166 • Published Dec 23, 2023 • 62
PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU

Paper • 2312.12456 • Published Dec 16, 2023 • 46
Cached Transformers: Improving Transformers with Differentiable Memory Cache

Paper • 2312.12742 • Published Dec 20, 2023 • 13
Mini-GPTs: Efficient Large Language Models through Contextual Pruning

Paper • 2312.12682 • Published Dec 20, 2023 • 9

EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models

Paper • 2308.14352 • Published Aug 28, 2023
NexaAI/Octopus-v2

Text Generation • 3B • Updated May 21, 2024 • 363 • • 891
microsoft/Phi-3-mini-128k-instruct

Text Generation • 4B • Updated Dec 10, 2025 • 262k • 1.7k

Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts

Paper • 2009.10622 • Published Sep 22, 2020 • 1
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

Paper • 2401.15947 • Published Jan 29, 2024 • 54
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts

Paper • 2401.04081 • Published Jan 8, 2024 • 74
MoE-Infinity: Activation-Aware Expert Offloading for Efficient MoE Serving

Paper • 2401.14361 • Published Jan 25, 2024 • 2

MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22, 2024 • 135
Sensor-based Multi-Robot Search and Coverage with Spatial Separation in Unstructured Environments

Paper • 2403.01710 • Published Mar 4, 2024 • 2
EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models

Paper • 2308.14352 • Published Aug 28, 2023
Slimmable Encoders for Flexible Split DNNs in Bandwidth and Resource Constrained IoT Systems

Paper • 2306.12691 • Published Jun 22, 2023 • 3

EdgeGaussians -- 3D Edge Mapping via Gaussian Splatting

Paper • 2409.12886 • Published Sep 19, 2024
EdgeCIM: A Hardware-Software Co-Design for CIM-Based Acceleration of Small Language Models

Paper • 2604.11512 • Published Apr 13
EdgeFace: Efficient Face Recognition Model for Edge Devices

Paper • 2307.01838 • Published Jul 4, 2023 • 1
Federated Distillation on Edge Devices: Efficient Client-Side Filtering for Non-IID Data

Paper • 2508.14769 • Published Aug 20, 2025 • 1

EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models

Paper • 2308.14352 • Published Aug 28, 2023
NexaAI/Octopus-v2

Text Generation • 3B • Updated May 21, 2024 • 363 • • 891
microsoft/Phi-3-mini-128k-instruct

Text Generation • 4B • Updated Dec 10, 2025 • 262k • 1.7k

Models - MoE - IoT

EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models

Paper • 2308.14352 • Published Aug 28, 2023

Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts

Paper • 2009.10622 • Published Sep 22, 2020 • 1
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

Paper • 2401.15947 • Published Jan 29, 2024 • 54
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts

Paper • 2401.04081 • Published Jan 8, 2024 • 74
MoE-Infinity: Activation-Aware Expert Offloading for Efficient MoE Serving

Paper • 2401.14361 • Published Jan 25, 2024 • 2

Mixtral of Experts

Paper • 2401.04088 • Published Jan 8, 2024 • 162
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

Paper • 2401.15947 • Published Jan 29, 2024 • 54
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts

Paper • 2401.04081 • Published Jan 8, 2024 • 74
EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models

Paper • 2308.14352 • Published Aug 28, 2023

MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22, 2024 • 135
Sensor-based Multi-Robot Search and Coverage with Spatial Separation in Unstructured Environments

Paper • 2403.01710 • Published Mar 4, 2024 • 2
EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models

Paper • 2308.14352 • Published Aug 28, 2023
Slimmable Encoders for Flexible Split DNNs in Bandwidth and Resource Constrained IoT Systems

Paper • 2306.12691 • Published Jun 22, 2023 • 3

SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling

Paper • 2312.15166 • Published Dec 23, 2023 • 62
PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU

Paper • 2312.12456 • Published Dec 16, 2023 • 46
Cached Transformers: Improving Transformers with Differentiable Memory Cache

Paper • 2312.12742 • Published Dec 20, 2023 • 13
Mini-GPTs: Efficient Large Language Models through Contextual Pruning

Paper • 2312.12682 • Published Dec 20, 2023 • 9

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