Large Language Models for Generative Information Extraction: A Survey
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Soaring from 4K to 400K: Extending LLM’s Context with Activation Beacon
Parameter-Efficient Transfer Learning for NLP
Mixtral of Experts
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts
WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia
Video Understanding with Large Language Models: A Survey
GPT-4V(ision) is a Generalist Web Agent, if Grounded
TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones
AnyText: Multilingual Visual Text Generation And Editing
KwaiAgents: Generalized Information-seeking Agent System with Large Language Models
Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4
Fast Inference of Mixture-of-Experts Language Models with Offloading
Retrieval-Augmented Generation for Large Language Models: A Survey
PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU
Pearl: A Production-ready Reinforcement Learning Agent
Are Emergent Abilities in Large Language Models just In-Context Learning?
Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models
Instruction Tuning for Large Language Models: A Survey
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