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Collections including paper arxiv:2403.10131

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

Paper • 2401.08406 • Published Jan 16, 2024 • 37
RAFT: Adapting Language Model to Domain Specific RAG

Paper • 2403.10131 • Published Mar 15, 2024 • 67

PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models

Paper • 2402.08714 • Published Feb 13, 2024 • 11
Data Engineering for Scaling Language Models to 128K Context

Paper • 2402.10171 • Published Feb 15, 2024 • 23
RLVF: Learning from Verbal Feedback without Overgeneralization

Paper • 2402.10893 • Published Feb 16, 2024 • 10
Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 12

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 145
Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 50
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 82
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models

Paper • 2402.01739 • Published Jan 29, 2024 • 26

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 145
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 29
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 21
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 66

Multilingual Instruction Tuning With Just a Pinch of Multilinguality

Paper • 2401.01854 • Published Jan 3, 2024 • 10
LLaMA Beyond English: An Empirical Study on Language Capability Transfer

Paper • 2401.01055 • Published Jan 2, 2024 • 54
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning

Paper • 2401.01325 • Published Jan 2, 2024 • 27
Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 79

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 75
REST: Retrieval-Based Speculative Decoding

Paper • 2311.08252 • Published Nov 14, 2023
Active Retrieval Augmented Generation

Paper • 2305.06983 • Published May 11, 2023 • 3
Retrieval-Augmented Generation for Large Language Models: A Survey

Paper • 2312.10997 • Published Dec 18, 2023 • 10

Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agent

Paper • 2304.09542 • Published Apr 19, 2023 • 4
Dense X Retrieval: What Retrieval Granularity Should We Use?

Paper • 2312.06648 • Published Dec 11, 2023 • 1
Context Tuning for Retrieval Augmented Generation

Paper • 2312.05708 • Published Dec 9, 2023 • 17
Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models

Paper • 2312.02969 • Published Dec 5, 2023 • 12

paper to review

VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence

Paper • 2312.02087 • Published Dec 4, 2023 • 20
FaceStudio: Put Your Face Everywhere in Seconds

Paper • 2312.02663 • Published Dec 5, 2023 • 30
Orthogonal Adaptation for Modular Customization of Diffusion Models

Paper • 2312.02432 • Published Dec 5, 2023 • 12
ReconFusion: 3D Reconstruction with Diffusion Priors

Paper • 2312.02981 • Published Dec 5, 2023 • 8

Papers that involves geometric computer vision using kornia

A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorch

Paper • 2009.10521 • Published Sep 21, 2020 • 1
Kornia: an Open Source Differentiable Computer Vision Library for PyTorch

Paper • 1910.02190 • Published Oct 5, 2019 • 1
Learning Symmetrization for Equivariance with Orbit Distance Minimization

Paper • 2311.07143 • Published Nov 13, 2023 • 1
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting

Paper • 2311.11700 • Published Nov 20, 2023 • 4

💫 Glossary https://osanseviero.github.io/hackerllama/blog/posts/hitchhiker_guide/

Understanding LLMs: A Comprehensive Overview from Training to Inference

Paper • 2401.02038 • Published Jan 4, 2024 • 62
Learning To Teach Large Language Models Logical Reasoning

Paper • 2310.09158 • Published Oct 13, 2023 • 1
ChipNeMo: Domain-Adapted LLMs for Chip Design

Paper • 2311.00176 • Published Oct 31, 2023 • 8
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct

Paper • 2308.09583 • Published Aug 18, 2023 • 7

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