Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling Paper • 2502.06703 • Published 1 day ago • 53
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial? Paper • 2502.00674 • Published 10 days ago • 9
Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs Paper • 2501.18585 • Published 12 days ago • 51
Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments Paper • 2501.10893 • Published 24 days ago • 23
view article Article Fine-tune ModernBERT for text classification using synthetic data By davidberenstein1957 • Dec 30, 2024 • 32
view article Article Fine-tune ModernBERT for RAG with Synthetic Data By sdiazlor and 2 others • 22 days ago • 35
RouteLLM: Learning to Route LLMs with Preference Data Paper • 2406.18665 • Published Jun 26, 2024 • 6
The FinBen: An Holistic Financial Benchmark for Large Language Models Paper • 2402.12659 • Published Feb 20, 2024 • 21
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series Paper • 2401.03955 • Published Jan 8, 2024 • 7
Advancing Single- and Multi-task Text Classification through Large Language Model Fine-tuning Paper • 2412.08587 • Published Dec 11, 2024 • 1
Adaptive Margin Global Classifier for Exemplar-Free Class-Incremental Learning Paper • 2409.13275 • Published Sep 20, 2024 • 1
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Paper • 2501.04519 • Published Jan 8 • 255
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator Paper • 2312.04474 • Published Dec 7, 2023 • 31
MobileLLM Collection Optimizing Sub-billion Parameter Language Models for On-Device Use Cases (ICML 2024) https://arxiv.org/abs/2402.14905 • 9 items • Updated Nov 27, 2024 • 103