LLMs + Persona-Plug = Personalized LLMs
Paper
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2409.11901
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Published
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31
Nifty
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To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
Paper • 2409.12183 • Published • 36 -
Chain of Thought Empowers Transformers to Solve Inherently Serial Problems
Paper • 2402.12875 • Published • 13 -
TPI-LLM: Serving 70B-scale LLMs Efficiently on Low-resource Edge Devices
Paper • 2410.00531 • Published • 29 -
DiaSynth -- Synthetic Dialogue Generation Framework
Paper • 2409.19020 • Published • 19 -
ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs
Paper • 2410.12405 • Published • 13 -
What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective
Paper • 2410.23743 • Published • 59 -
SelfCodeAlign: Self-Alignment for Code Generation
Paper • 2410.24198 • Published • 21 -
BitStack: Fine-Grained Size Control for Compressed Large Language Models in Variable Memory Environments
Paper • 2410.23918 • Published • 18 -
ATM: Improving Model Merging by Alternating Tuning and Merging
Paper • 2411.03055 • Published • 1 -
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
Paper • 2411.04905 • Published • 111 -
Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model
Paper • 2411.04496 • Published • 22 -
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding
Paper • 2411.04282 • Published • 30 -
Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokens
Paper • 2411.17691 • Published • 9 -
Qwen2.5-Coder Technical Report
Paper • 2409.12186 • Published • 138 -
MALT: Improving Reasoning with Multi-Agent LLM Training
Paper • 2412.01928 • Published • 39 -
Wonderful Matrices: Combining for a More Efficient and Effective Foundation Model Architecture
Paper • 2412.11834 • Published • 6 -
Offline Reinforcement Learning for LLM Multi-Step Reasoning
Paper • 2412.16145 • Published • 33 -
ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing
Paper • 2412.14711 • Published • 9 -
RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response
Paper • 2412.14922 • Published • 74