view article Article πΊπ¦ββ¬ LLM Comparison/Test: DeepSeek-V3, QVQ-72B-Preview, Falcon3 10B, Llama 3.3 70B, Nemotron 70B in my updated MMLU-Pro CS benchmark By wolfram β’ 4 days ago β’ 31
Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment Paper β’ 2412.19326 β’ Published 11 days ago β’ 18
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search Paper β’ 2412.18319 β’ Published 14 days ago β’ 34
ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing Paper β’ 2412.14711 β’ Published 18 days ago β’ 15
MixLLM: LLM Quantization with Global Mixed-precision between Output-features and Highly-efficient System Design Paper β’ 2412.14590 β’ Published 19 days ago β’ 13
Proposer-Agent-Evaluator(PAE): Autonomous Skill Discovery For Foundation Model Internet Agents Paper β’ 2412.13194 β’ Published 20 days ago β’ 12
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters Paper β’ 2408.03314 β’ Published Aug 6, 2024 β’ 54
Smaller Language Models Are Better Instruction Evolvers Paper β’ 2412.11231 β’ Published 22 days ago β’ 27
Solving math word problems with process- and outcome-based feedback Paper β’ 2211.14275 β’ Published Nov 25, 2022 β’ 7
Apollo: An Exploration of Video Understanding in Large Multimodal Models Paper β’ 2412.10360 β’ Published 24 days ago β’ 136
JuStRank: Benchmarking LLM Judges for System Ranking Paper β’ 2412.09569 β’ Published 25 days ago β’ 19
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling Paper β’ 2412.05271 β’ Published Dec 6, 2024 β’ 123
Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion Paper β’ 2412.04424 β’ Published Dec 5, 2024 β’ 59
Evaluating Tokenizer Performance of Large Language Models Across Official Indian Languages Paper β’ 2411.12240 β’ Published Nov 19, 2024 β’ 6
view article Article ColFlor: Towards BERT-Size Vision-Language Document Retrieval Models By ahmed-masry β’ Oct 18, 2024 β’ 16