LLM / Multimodal

LLM / Multimodal

Agent? : AI Agents, Agentic AI, Multi-Agent 04 Feb 2025

DeepSeek-V3 14 Jan 2025

LLM Attention (with Code) 24 Dec 2024

Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception 14 Nov 2024

RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation 10 Nov 2024

🚶‍➡Generative Agents: Interactive Simulacra of Human Behavior 04 Nov 2024

Entropix : Entropy Based Sampling and Parallel CoT Decoding 10 Oct 2024

Speculative Decoding 15 Sep 2024

Vision : Self-Attention vs. Cross-Attention 10 Sep 2024

Semantic Entropy: Summary of Two Papers on LLM Hallucination Detection 😱 06 Aug 2024

LLaMa 3.1 01 Aug 2024

MoE, MoA 22 Jun 2024

Merge algorithms 20 Jun 2024

Key-Value caching 18 Jun 2024

DocLLM: A layout-aware generative language model for multimodal document understanding 04 Jun 2024

VLM : Models Summary(unfinished post) 30 May 2024

VLM : Architecture / Fusion Methods 29 May 2024

VLM : Applications 28 May 2024

LLaVA : Visual Instruction Tuning 11 May 2024

LLaMa 3 01 May 2024

Fine-tuning variations : RLHF/PPO, DPO, ORPO 04 Apr 2024

RAG : Embedding Model, Reranking Model 05 Mar 2024

RAG : Similarity search (Keyword Search, Semantic Search, Hybrid Search) 04 Mar 2024

RAG : Query Transformation/ Query Routing 03 Mar 2024

RAG(Retrieval-Augmented Generation) 21 Feb 2024

Mistral 7B 04 Dec 2023

LLAMA 2: Open Foundation and Fine-Tuned Chat Models 10 Oct 2023

Quentization basic 05 Oct 2023

PEFT : Parameter-Efficient Finetuning methods 04 Oct 2023

About Fine-tuning 02 Oct 2023

LLM Architecture 01 Oct 2023

Multimodal Learning with Transformers : A Survey 28 Sep 2023

ㅡ 29 Oct 2019