Rethinking Data Selection at Scale: Random Selection is Almost All You Need Paper • 2410.09335 • Published 11 days ago • 14
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models Paper • 2410.07985 • Published 12 days ago • 26
MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks Paper • 2410.10563 • Published 8 days ago • 34
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models Paper • 2410.10139 • Published 9 days ago • 48
LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models Paper • 2410.09732 • Published 10 days ago • 53
MinerU: An Open-Source Solution for Precise Document Content Extraction Paper • 2409.18839 • Published 25 days ago • 24
InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning Paper • 2409.12568 • Published Sep 19 • 46
Training Language Models to Self-Correct via Reinforcement Learning Paper • 2409.12917 • Published Sep 19 • 131
Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution Paper • 2409.12191 • Published Sep 18 • 72
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark Paper • 2409.02813 • Published Sep 4 • 28
view article Article Preference Tuning LLMs with Direct Preference Optimization Methods Jan 18 • 34
To Code, or Not To Code? Exploring Impact of Code in Pre-training Paper • 2408.10914 • Published Aug 20 • 40
Standard-format-preference-dataset Collection We collect the open-source datasets and process them into the standard format. • 14 items • Updated May 8 • 20
InternVL 2.0 Collection Expanding Performance Boundaries of Open-Source MLLM • 16 items • Updated 1 day ago • 74
Llama 2: Open Foundation and Fine-Tuned Chat Models Paper • 2307.09288 • Published Jul 18, 2023 • 241
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale Paper • 2406.17557 • Published Jun 25 • 85
XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning Paper • 2406.08973 • Published Jun 13 • 85
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence Paper • 2406.11931 • Published Jun 17 • 57
DataComp-LM: In search of the next generation of training sets for language models Paper • 2406.11794 • Published Jun 17 • 48
THEANINE: Revisiting Memory Management in Long-term Conversations with Timeline-augmented Response Generation Paper • 2406.10996 • Published Jun 16 • 32
mDPO: Conditional Preference Optimization for Multimodal Large Language Models Paper • 2406.11839 • Published Jun 17 • 37
GUI Odyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices Paper • 2406.08451 • Published Jun 12 • 23
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text Paper • 2406.08418 • Published Jun 12 • 28
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks Paper • 2312.14238 • Published Dec 21, 2023 • 14
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites Paper • 2404.16821 • Published Apr 25 • 53
The All-Seeing Project V2: Towards General Relation Comprehension of the Open World Paper • 2402.19474 • Published Feb 29 • 2
Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures Paper • 2403.02308 • Published Mar 4 • 1