RainningXY

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upvoted a collection 5 days ago

Ovis2

Collection

Our latest advancement in multi-modal large language models (MLLMs) • 7 items • Updated 4 days ago • 36

upvoted 5 papers 2 months ago

IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization

Paper • 2411.06208 • Published Nov 9, 2024 • 20

SEAGULL: No-reference Image Quality Assessment for Regions of Interest via Vision-Language Instruction Tuning

Paper • 2411.10161 • Published Nov 15, 2024 • 9

VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models

Paper • 2412.01822 • Published Dec 2, 2024 • 15

VisionArena: 230K Real World User-VLM Conversations with Preference Labels

Paper • 2412.08687 • Published Dec 11, 2024 • 13

CompCap: Improving Multimodal Large Language Models with Composite Captions

Paper • 2412.05243 • Published Dec 6, 2024 • 19

upvoted 3 papers 3 months ago

Rethinking Token Reduction in MLLMs: Towards a Unified Paradigm for Training-Free Acceleration

Paper • 2411.17686 • Published Nov 26, 2024 • 20

VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models

Paper • 2411.17451 • Published Nov 26, 2024 • 11

Baichuan Alignment Technical Report

Paper • 2410.14940 • Published Oct 19, 2024 • 50

upvoted 2 papers 4 months ago

MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks

Paper • 2410.10563 • Published Oct 14, 2024 • 39

WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines

Paper • 2410.12705 • Published Oct 16, 2024 • 32

upvoted 3 collections 5 months ago

MDH

Collection

15 items • Updated 16 days ago • 2

Ovis1.5

Collection

Ovis1.5 is fully open-source: we release training datasets, training & inference codes, and model weights. • 2 items • Updated 5 days ago • 1

Ovis1.6

Collection

With 29B parameters, Ovis1.6-Gemma2-27B achieves exceptional performance in the OpenCompass benchmark, ranking among the top-tier open-source MLLMs. • 5 items • Updated Nov 26, 2024 • 10

upvoted 2 papers 7 months ago

The Llama 3 Herd of Models

Paper • 2407.21783 • Published Jul 31, 2024 • 111

Ovis: Structural Embedding Alignment for Multimodal Large Language Model

Paper • 2405.20797 • Published May 31, 2024 • 28