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Collections including paper arxiv:2310.16825

Collection of models trained on the CommonCatalogue datasets

Running on Zero

46

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CommonCanvas Demo

SD arch trained from scratch on Creative Commons dataset
common-canvas/CommonCanvas-XL-C

Text-to-Image • Updated May 17, 2024 • 43 • 31
common-canvas/CommonCanvas-XL-NC

Text-to-Image • Updated May 16, 2024 • 39 • 9
common-canvas/CommonCanvas-S-C

Text-to-Image • Updated May 16, 2024 • 79 • 8

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Paper • 2204.07705 • Published Apr 16, 2022 • 1
Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering

Paper • 2308.13259 • Published Aug 25, 2023 • 2
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning

Paper • 2309.05653 • Published Sep 11, 2023 • 10
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Paper • 2309.12284 • Published Sep 21, 2023 • 19

Dataset generation

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs

Paper • 2310.13961 • Published Oct 21, 2023 • 4
ZeroGen: Efficient Zero-shot Learning via Dataset Generation

Paper • 2202.07922 • Published Feb 16, 2022 • 1
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models

Paper • 2310.13671 • Published Oct 20, 2023 • 18
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs

Paper • 2309.09582 • Published Sep 18, 2023 • 4

Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 15
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

Paper • 2310.14566 • Published Oct 23, 2023 • 25
SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 8
Conditional Diffusion Distillation

Paper • 2310.01407 • Published Oct 2, 2023 • 20

Common Catalog, a dataset with Creative Commons licensed images and machine-generated caption pairs

common-canvas/commoncatalog-cc-by

Viewer • Updated May 16, 2024 • 14.6M • 14.7k • 26
common-canvas/commoncatalog-cc-by-sa

Viewer • Updated May 16, 2024 • 7.89M • 3.67k • 8
common-canvas/commoncatalog-cc-by-nd

Viewer • Updated May 16, 2024 • 3.95M • 3.68k • 2
common-canvas/commoncatalog-cc-by-nc

Viewer • Updated May 16, 2024 • 10.5M • 5.64k • 6

One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning

Paper • 2306.07967 • Published Jun 13, 2023 • 24
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

Paper • 2306.07954 • Published Jun 13, 2023 • 112
TryOnDiffusion: A Tale of Two UNets

Paper • 2306.08276 • Published Jun 14, 2023 • 72
Seeing the World through Your Eyes

Paper • 2306.09348 • Published Jun 15, 2023 • 33

generative-model-training

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Paper • 2310.00426 • Published Sep 30, 2023 • 61
A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation

Paper • 2310.16656 • Published Oct 25, 2023 • 40
CommonCanvas: An Open Diffusion Model Trained with Creative-Commons Images

Paper • 2310.16825 • Published Oct 25, 2023 • 32
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers

Paper • 2401.11605 • Published Jan 21, 2024 • 22

A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation

Paper • 2310.16656 • Published Oct 25, 2023 • 40
CommonCanvas: An Open Diffusion Model Trained with Creative-Commons Images

Paper • 2310.16825 • Published Oct 25, 2023 • 32
Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 41
I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models

Paper • 2311.04145 • Published Nov 7, 2023 • 32

FreeU: Free Lunch in Diffusion U-Net

Paper • 2309.11497 • Published Sep 20, 2023 • 64
Imagic: Text-Based Real Image Editing with Diffusion Models

Paper • 2210.09276 • Published Oct 17, 2022
On Architectural Compression of Text-to-Image Diffusion Models

Paper • 2305.15798 • Published May 25, 2023 • 4
Wuerstchen: Efficient Pretraining of Text-to-Image Models

Paper • 2306.00637 • Published Jun 1, 2023 • 12

Image Generation

InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Paper • 2309.06380 • Published Sep 12, 2023 • 32
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Paper • 2309.05793 • Published Sep 11, 2023 • 50
Generative Image Dynamics

Paper • 2309.07906 • Published Sep 14, 2023 • 53
Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation

Paper • 2309.15818 • Published Sep 27, 2023 • 19

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