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Collections including paper arxiv:2408.14906

Papers I want to read

Papers in my to-read list

RLHF Workflow: From Reward Modeling to Online RLHF

Paper • 2405.07863 • Published May 13 • 67
Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16 • 125
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24 • 52
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27 • 84

Writing in the Margins: Better Inference Pattern for Long Context Retrieval

Paper • 2408.14906 • Published 23 days ago • 137

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering

Paper • 2408.04259 • Published Aug 8
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction

Paper • 2408.04948 • Published Aug 9 • 1
Graph Retrieval-Augmented Generation: A Survey

Paper • 2408.08921 • Published Aug 15 • 1
Writing in the Margins: Better Inference Pattern for Long Context Retrieval

Paper • 2408.14906 • Published 23 days ago • 137

Writing in the Margins: Better Inference Pattern for Long Context Retrieval

Paper • 2408.14906 • Published 23 days ago • 137

Works-in-progress

black-forest-labs/FLUX.1-dev

Text-to-Image • Updated Aug 16 • 1.03M • • 4.49k
Writing in the Margins: Better Inference Pattern for Long Context Retrieval

Paper • 2408.14906 • Published 23 days ago • 137

A Comparative Study on Automatic Coding of Medical Letters with Explainability

Paper • 2407.13638 • Published Jul 18 • 5
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence

Paper • 2407.07061 • Published Jul 9 • 26
AgentInstruct: Toward Generative Teaching with Agentic Flows

Paper • 2407.03502 • Published Jul 3 • 43
Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions

Paper • 2407.06723 • Published Jul 9 • 10

LLoCO: Learning Long Contexts Offline

Paper • 2404.07979 • Published Apr 11 • 19
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21 • 110
LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration

Paper • 2402.11550 • Published Feb 18 • 15
LongAlign: A Recipe for Long Context Alignment of Large Language Models

Paper • 2401.18058 • Published Jan 31 • 21

Interesting Papers

Rho-1: Not All Tokens Are What You Need

Paper • 2404.07965 • Published Apr 11 • 83
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders

Paper • 2404.05961 • Published Apr 9 • 63
Compression Represents Intelligence Linearly

Paper • 2404.09937 • Published Apr 15 • 27
Multi-Head Mixture-of-Experts

Paper • 2404.15045 • Published Apr 23 • 58

The Unreasonable Ineffectiveness of the Deeper Layers

Paper • 2403.17887 • Published Mar 26 • 77
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Paper • 2404.02258 • Published Apr 2 • 103
ReFT: Representation Finetuning for Language Models

Paper • 2404.03592 • Published Apr 4 • 86
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences

Paper • 2404.03715 • Published Apr 4 • 59

To read... eventually

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

Paper • 2403.09611 • Published Mar 14 • 123
Evolutionary Optimization of Model Merging Recipes

Paper • 2403.13187 • Published Mar 19 • 49
MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Paper • 2402.03766 • Published Feb 6 • 12
LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25 • 64

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