Large Language Model - 標籤第 3 頁 - DataSci Ocean

Large Language Model

2025

[論文介紹] OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning 06-02

[論文介紹] Steering Large Language Models Between Code Execution and Textual Reasoning 05-25

[論文介紹] Pre-Act: Multi-Step Planning and Reasoning Improves Acting in LLM Agents 05-20

[論文介紹] MemGPT: Towards LLMs as Operating Systems 05-18

[論文介紹] Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory 05-13

[論文介紹] PLAN-AND-ACT: Improving Planning of Agents for Long-Horizon Tasks 05-11

LangMem 基本概念介紹 05-06

[論文介紹] HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs 01-31

[論文介紹] HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face 01-27

[論文介紹] EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records 01-26

2024

[論文介紹] REPLUG: Retrieval-Augmented Black-Box Language Models 10-31

[論文介紹] RAFT: Adapting Language Model to Domain Specific RAG 10-31

[論文介紹] Better & Faster Large Language Models via Multi-token Prediction 07-18

[論文介紹] Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning 07-08

[論文介紹] GAIA: A Benchmark for General AI Assistants 06-27

[論文介紹] ChatEval: Towards Better LLM-Based Evaluators Through Multi-Agent Debate 06-23

[論文介紹] Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM 04-24

[論文介紹] Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints 04-10

解密 LLM 訓練三部曲：深入解析 SFT 與關鍵的 RLHF 技術 02-27

[論文介紹] DPO：Direct Preference Optimization 02-27

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