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Collections including paper arxiv:2311.05556

Latent Consistency Models LoRAs

Latent Consistency Models for Stable Diffusion - LoRAs and full fine-tuned weights

latent-consistency/lcm-lora-sdxl

Text-to-Image • Updated Nov 24, 2023 • 112k • 675
latent-consistency/lcm-lora-sdv1-5

Text-to-Image • Updated Nov 16, 2023 • 353k • 424
latent-consistency/lcm-lora-ssd-1b

Text-to-Image • Updated Nov 10, 2023 • 2.83k • 76
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 75

Fast Sampling Generation

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Paper • 2310.04378 • Published Oct 6, 2023 • 19
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 75
Adversarial Diffusion Distillation

Paper • 2311.17042 • Published Nov 28, 2023 • 1
One-step Diffusion with Distribution Matching Distillation

Paper • 2311.18828 • Published Nov 30, 2023 • 2

Papers - Lora - LCM

LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 75

LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 75
MultiLoRA: Democratizing LoRA for Better Multi-Task Learning

Paper • 2311.11501 • Published Nov 20, 2023 • 32
S-LoRA: Serving Thousands of Concurrent LoRA Adapters

Paper • 2311.03285 • Published Nov 6, 2023 • 27
LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B

Paper • 2310.20624 • Published Oct 31, 2023 • 12

AnimateLCM: Accelerating the Animation of Personalized Diffusion Models and Adapters with Decoupled Consistency Learning

Paper • 2402.00769 • Published Feb 1 • 18
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 75
LongAlign: A Recipe for Long Context Alignment of Large Language Models

Paper • 2401.18058 • Published Jan 31 • 21
Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30 • 15

Image Generation (Fast)

LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 75

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 135
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17 • 27
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16 • 19
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10 • 62

LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 75
runwayml/stable-diffusion-v1-5

Text-to-Image • Updated Aug 23, 2023 • 4.06M • 10.8k

Optimizing diffusion models

Provides a list of papers focusing on optimizing T2I diffusion models, targeting fewer timesteps, architecture optimization, and more.

Progressive Distillation for Fast Sampling of Diffusion Models

Paper • 2202.00512 • Published Feb 1, 2022 • 1
On Distillation of Guided Diffusion Models

Paper • 2210.03142 • Published Oct 6, 2022
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Paper • 2309.06380 • Published Sep 12, 2023 • 32
Consistency Models

Paper • 2303.01469 • Published Mar 2, 2023 • 5

LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 75
Conditional Diffusion Distillation

Paper • 2310.01407 • Published Oct 2, 2023 • 19
Aligning Text-to-Image Diffusion Models with Reward Backpropagation

Paper • 2310.03739 • Published Oct 5, 2023 • 21
Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation

Paper • 2309.10740 • Published Sep 19, 2023 • 1

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