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Collections including paper arxiv:2405.02246

Vision Language Models

BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18 • 23
TextSquare: Scaling up Text-Centric Visual Instruction Tuning

Paper • 2404.12803 • Published Apr 19 • 28
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Paper • 2404.13013 • Published Apr 19 • 27
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

Paper • 2404.06512 • Published Apr 9 • 29

Idefics2-8B is a foundation vision-language model. In this collection, you will find the models, datasets and demo related to its creation.

Running on Zero

155

🐨

IDEFICS2 Playground
HuggingFaceM4/idefics2-8b

Image-Text-to-Text • Updated 30 days ago • 105k • 528
HuggingFaceM4/idefics2-8b-chatty

Image-Text-to-Text • Updated 30 days ago • 16.7k • 75
HuggingFaceM4/idefics2-8b-base

Image-Text-to-Text • Updated 30 days ago • 8.72k • 25

Vision-Language Model

Visual Instruction Tuning

Paper • 2304.08485 • Published Apr 17, 2023 • 10
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities

Paper • 2308.12966 • Published Aug 24, 2023 • 6
Improved Baselines with Visual Instruction Tuning

Paper • 2310.03744 • Published Oct 5, 2023 • 33
SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 5

To read... eventually

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

Paper • 2403.09611 • Published Mar 14 • 123
Evolutionary Optimization of Model Merging Recipes

Paper • 2403.13187 • Published Mar 19 • 47
MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Paper • 2402.03766 • Published Feb 6 • 9
LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25 • 63

How Far Are We from Intelligent Visual Deductive Reasoning?

Paper • 2403.04732 • Published Mar 7 • 18
MoAI: Mixture of All Intelligence for Large Language and Vision Models

Paper • 2403.07508 • Published Mar 12 • 73
DragAnything: Motion Control for Anything using Entity Representation

Paper • 2403.07420 • Published Mar 12 • 12
Learning and Leveraging World Models in Visual Representation Learning

Paper • 2403.00504 • Published Mar 1 • 26

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Paper • 2403.05135 • Published Mar 8 • 40
What matters when building vision-language models?

Paper • 2405.02246 • Published May 3 • 91

InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions

Paper • 2401.13313 • Published Jan 24 • 4
BAAI/Bunny-v1_0-4B

Text Generation • Updated 5 days ago • 103 • 7
What matters when building vision-language models?

Paper • 2405.02246 • Published May 3 • 91
Jina CLIP: Your CLIP Model Is Also Your Text Retriever

Paper • 2405.20204 • Published 30 days ago • 27

Favorite AI Publication/s

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27 • 573
KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30 • 101
What matters when building vision-language models?

Paper • 2405.02246 • Published May 3 • 91

Daily paper that worth reading in details later

Neural Network Diffusion

Paper • 2402.13144 • Published Feb 20 • 94
Genie: Generative Interactive Environments

Paper • 2402.15391 • Published Feb 23 • 68
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

Paper • 2402.17177 • Published Feb 27 • 88
VisionLLaMA: A Unified LLaMA Interface for Vision Tasks

Paper • 2403.00522 • Published Mar 1 • 40

OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1 • 75
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models

Paper • 2402.01739 • Published Jan 29 • 26
LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25 • 63
Poro 34B and the Blessing of Multilinguality

Paper • 2404.01856 • Published Apr 2 • 12

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