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upvoted a paper 6 months ago

How Far Can We Go with Practical Function-Level Program Repair?

Paper • 2404.12833 • Published Apr 19 • 6

upvoted 43 papers 7 months ago

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Paper • 2403.05135 • Published Mar 8 • 42

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Paper • 2403.05530 • Published Mar 8 • 59

Multistep Consistency Models

Paper • 2403.06807 • Published Mar 11 • 14

Algorithmic progress in language models

Paper • 2403.05812 • Published Mar 9 • 18

V3D: Video Diffusion Models are Effective 3D Generators

Paper • 2403.06738 • Published Mar 11 • 28

An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models

Paper • 2403.06764 • Published Mar 11 • 25

Adding NVMe SSDs to Enable and Accelerate 100B Model Fine-tuning on a Single GPU

Paper • 2403.06504 • Published Mar 11 • 53

Stealing Part of a Production Language Model

Paper • 2403.06634 • Published Mar 11 • 90

Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM

Paper • 2403.07816 • Published Mar 12 • 39

MoAI: Mixture of All Intelligence for Large Language and Vision Models

Paper • 2403.07508 • Published Mar 12 • 75

GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting

Paper • 2403.08551 • Published Mar 13 • 8

Gemma: Open Models Based on Gemini Research and Technology

Paper • 2403.08295 • Published Mar 13 • 47

BurstAttention: An Efficient Distributed Attention Framework for Extremely Long Sequences

Paper • 2403.09347 • Published Mar 14 • 20

Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

Paper • 2403.09629 • Published Mar 14 • 72

DiPaCo: Distributed Path Composition

Paper • 2403.10616 • Published Mar 15 • 12

LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images

Paper • 2403.11703 • Published Mar 18 • 16

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18 • 63

LEDITS++: Limitless Image Editing using Text-to-Image Models

Paper • 2311.16711 • Published Nov 28, 2023 • 20

Scaling Up Dynamic Human-Scene Interaction Modeling

Paper • 2403.08629 • Published Mar 13 • 14

Language models scale reliably with over-training and on downstream tasks

Paper • 2403.08540 • Published Mar 13 • 14

Simple and Scalable Strategies to Continually Pre-train Large Language Models

Paper • 2403.08763 • Published Mar 13 • 48

CogView3: Finer and Faster Text-to-Image Generation via Relay Diffusion

Paper • 2403.05121 • Published Mar 8 • 22

Faster and Lighter LLMs: A Survey on Current Challenges and Way Forward

Paper • 2402.01799 • Published Feb 2 • 2

BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation

Paper • 2402.16880 • Published Feb 18 • 2

Head-wise Shareable Attention for Large Language Models

Paper • 2402.11819 • Published Feb 19 • 1

LaCo: Large Language Model Pruning via Layer Collapse

Paper • 2402.11187 • Published Feb 17 • 2

Shortened LLaMA: A Simple Depth Pruning for Large Language Models

Paper • 2402.02834 • Published Feb 5 • 13

SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks

Paper • 2402.09025 • Published Feb 14 • 6

Finetuned Multimodal Language Models Are High-Quality Image-Text Data Filters

Paper • 2403.02677 • Published Mar 5 • 16

NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models

Paper • 2403.03100 • Published Mar 5 • 34

Backtracing: Retrieving the Cause of the Query

Paper • 2403.03956 • Published Mar 6 • 10

Learning to Decode Collaboratively with Multiple Language Models

Paper • 2403.03870 • Published Mar 6 • 18

SaulLM-7B: A pioneering Large Language Model for Law

Paper • 2403.03883 • Published Mar 6 • 74

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Paper • 2403.03507 • Published Mar 6 • 182

ShortGPT: Layers in Large Language Models are More Redundant Than You Expect

Paper • 2403.03853 • Published Mar 6 • 63

How Far Are We from Intelligent Visual Deductive Reasoning?

Paper • 2403.04732 • Published Mar 7 • 18

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Paper • 2403.04746 • Published Mar 7 • 22

Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7 • 62

Teaching Large Language Models to Reason with Reinforcement Learning

Paper • 2403.04642 • Published Mar 7 • 46

Common 7B Language Models Already Possess Strong Math Capabilities

Paper • 2403.04706 • Published Mar 7 • 16

StableDrag: Stable Dragging for Point-based Image Editing

Paper • 2403.04437 • Published Mar 7 • 25

Pix2Gif: Motion-Guided Diffusion for GIF Generation

Paper • 2403.04634 • Published Mar 7 • 14

PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation

Paper • 2403.04692 • Published Mar 7 • 40

upvoted 2 papers 8 months ago

StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29 • 134

Beyond Language Models: Byte Models are Digital World Simulators

Paper • 2402.19155 • Published Feb 29 • 49

upvoted a paper about 1 year ago

Challenges and Applications of Large Language Models

Paper • 2307.10169 • Published Jul 19, 2023 • 47