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Collections including paper arxiv:2408.01800

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 181
COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training

Paper • 2401.00849 • Published Jan 1 • 15
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Paper • 2311.05437 • Published Nov 9, 2023 • 48
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing

Paper • 2311.00571 • Published Nov 1, 2023 • 41

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Papers - Image - MiniCPM

MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Paper • 2408.01800 • Published Aug 3 • 79

Perception and abstraction. Each modality is tokenized and embedded into vectors for model to comprehend.

VILA^2: VILA Augmented VILA

Paper • 2407.17453 • Published Jul 24 • 39
Octopus v4: Graph of language models

Paper • 2404.19296 • Published Apr 30 • 116
Octo-planner: On-device Language Model for Planner-Action Agents

Paper • 2406.18082 • Published Jun 26 • 47
Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models

Paper • 2408.15518 • Published Aug 28 • 42

Fast Matrix Multiplications for Lookup Table-Quantized LLMs

Paper • 2407.10960 • Published Jul 15 • 11
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities

Paper • 2407.14482 • Published Jul 19 • 25
EVLM: An Efficient Vision-Language Model for Visual Understanding

Paper • 2407.14177 • Published Jul 19 • 42
Knowledge Mechanisms in Large Language Models: A Survey and Perspective

Paper • 2407.15017 • Published Jul 22 • 33

How to Train Data-Efficient LLMs

Paper • 2402.09668 • Published Feb 15 • 40
SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Paper • 2401.15024 • Published Jan 26 • 69
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning

Paper • 2407.07523 • Published Jul 10 • 4
Spectra: A Comprehensive Study of Ternary, Quantized, and FP16 Language Models

Paper • 2407.12327 • Published Jul 17 • 77

iVideoGPT: Interactive VideoGPTs are Scalable World Models

Paper • 2405.15223 • Published May 24 • 12
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24 • 53
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27 • 87
Matryoshka Multimodal Models

Paper • 2405.17430 • Published May 27 • 31

openbmb/MiniCPM-Llama3-V-2_5

Image-Text-to-Text • Updated Sep 25 • 27.9k • 1.38k
openbmb/MiniCPM-Llama3-V-2_5-int4

Visual Question Answering • Updated Jul 22 • 14k • 70
openbmb/MiniCPM-Llama3-V-2_5-gguf

Updated Aug 19 • 8.35k • 209
openbmb/MiniCPM-V-2

Visual Question Answering • Updated Aug 6 • 4.67k • 433

MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training

Paper • 2311.17049 • Published Nov 28, 2023 • 1
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Paper • 2405.04434 • Published May 7 • 14
A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision

Paper • 2303.17376 • Published Mar 30, 2023
Sigmoid Loss for Language Image Pre-Training

Paper • 2303.15343 • Published Mar 27, 2023 • 5

Papers - Image - OCR

CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents

Paper • 2004.12629 • Published Apr 27, 2020 • 2
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking

Paper • 2204.08387 • Published Apr 18, 2022 • 2
Text Role Classification in Scientific Charts Using Multimodal Transformers

Paper • 2402.14579 • Published Feb 8 • 1
An inclusive review on deep learning techniques and their scope in handwriting recognition

Paper • 2404.08011 • Published Apr 10 • 1

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