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google/gemma-2b

Text Generation • 3B • Updated Sep 27, 2024 • 76.9k • • 1.27k

Language Model based Agents collection by Rohan

Stealing Part of a Production Language Model

Paper • 2403.06634 • Published Mar 11, 2024 • 88

Papers - Image - MoE - IoT

Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts

Paper • 2309.04354 • Published Sep 8, 2023 • 16
A Mixture of Expert Approach for Low-Cost Customization of Deep Neural Networks

Paper • 1811.00056 • Published Oct 31, 2018 • 2

Diffusion_FM_...

Multistep Consistency Models

Paper • 2403.06807 • Published Mar 11, 2024 • 14
Improving Text-to-Image Consistency via Automatic Prompt Optimization

Paper • 2403.17804 • Published Mar 26, 2024 • 17
Getting it Right: Improving Spatial Consistency in Text-to-Image Models

Paper • 2404.01197 • Published Apr 1, 2024 • 31
Consistency Flow Matching: Defining Straight Flows with Velocity Consistency

Paper • 2407.02398 • Published Jul 2, 2024 • 17

Papers - MoE - Router - Task

Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference

Paper • 2110.03742 • Published Sep 24, 2021 • 4

Papers - MoE - Speech Recognition

Building a great multi-lingual teacher with sparsely-gated mixture of experts for speech recognition

Paper • 2112.05820 • Published Dec 10, 2021 • 2
SpeechMoE2: Mixture-of-Experts Model with Improved Routing

Paper • 2111.11831 • Published Nov 23, 2021 • 2

kubernetes-bad/CharGen-v2-GGUF

7B • Updated Oct 14, 2024 • 330 • 11

V3D: Video Diffusion Models are Effective 3D Generators

Paper • 2403.06738 • Published Mar 11, 2024 • 30

Papers - Quants

QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models

Paper • 2310.16795 • Published Oct 25, 2023 • 27
Pareto-Optimal Quantized ResNet Is Mostly 4-bit

Paper • 2105.03536 • Published May 7, 2021 • 3
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Paper • 2403.15447 • Published Mar 18, 2024 • 15

google/gemma-2b

Text Generation • 3B • Updated Sep 27, 2024 • 76.9k • • 1.27k

Papers - MoE - Router - Task

Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference

Paper • 2110.03742 • Published Sep 24, 2021 • 4

Language Model based Agents collection by Rohan

Papers - MoE - Speech Recognition

Building a great multi-lingual teacher with sparsely-gated mixture of experts for speech recognition

Paper • 2112.05820 • Published Dec 10, 2021 • 2
SpeechMoE2: Mixture-of-Experts Model with Improved Routing

Paper • 2111.11831 • Published Nov 23, 2021 • 2

Stealing Part of a Production Language Model

Paper • 2403.06634 • Published Mar 11, 2024 • 88

kubernetes-bad/CharGen-v2-GGUF

7B • Updated Oct 14, 2024 • 330 • 11

Papers - Image - MoE - IoT

Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts

Paper • 2309.04354 • Published Sep 8, 2023 • 16
A Mixture of Expert Approach for Low-Cost Customization of Deep Neural Networks

Paper • 1811.00056 • Published Oct 31, 2018 • 2

V3D: Video Diffusion Models are Effective 3D Generators

Paper • 2403.06738 • Published Mar 11, 2024 • 30

Diffusion_FM_...

Multistep Consistency Models

Paper • 2403.06807 • Published Mar 11, 2024 • 14
Improving Text-to-Image Consistency via Automatic Prompt Optimization

Paper • 2403.17804 • Published Mar 26, 2024 • 17
Getting it Right: Improving Spatial Consistency in Text-to-Image Models

Paper • 2404.01197 • Published Apr 1, 2024 • 31
Consistency Flow Matching: Defining Straight Flows with Velocity Consistency

Paper • 2407.02398 • Published Jul 2, 2024 • 17

Papers - Quants

QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models

Paper • 2310.16795 • Published Oct 25, 2023 • 27
Pareto-Optimal Quantized ResNet Is Mostly 4-bit

Paper • 2105.03536 • Published May 7, 2021 • 3
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Paper • 2403.15447 • Published Mar 18, 2024 • 15

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