Towards Modular LLMs by Building and Reusing a Library of LoRAs
Paper
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2405.11157
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Published
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31
Cognitive Architecture
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Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
Paper • 2406.12034 • Published • 16 -
FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs
Paper • 2407.04051 • Published • 40 -
OLMoE: Open Mixture-of-Experts Language Models
Paper • 2409.02060 • Published • 78 -
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
Paper • 2409.05152 • Published • 32 -
LLaVA-o1: Let Vision Language Models Reason Step-by-Step
Paper • 2411.10440 • Published • 129 -
o1-Coder: an o1 Replication for Coding
Paper • 2412.00154 • Published • 44 -
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
Paper • 2412.18319 • Published • 39 -
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling
Paper • 2502.06703 • Published • 153 -
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?
Paper • 2502.14502 • Published • 91 -
Open Deep Search: Democratizing Search with Open-source Reasoning Agents
Paper • 2503.20201 • Published • 48