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Fynn Kröger

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fynnkroeger's activity

upvoted a paper 6 days ago

What matters when building vision-language models?

Paper • 2405.02246 • Published 17 days ago • 76

upvoted a paper 16 days ago

LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Paper • 2405.00732 • Published 21 days ago • 109

upvoted a paper 17 days ago

Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

Paper • 2405.01535 • Published 18 days ago • 92

upvoted 4 papers 18 days ago

Iterative Reasoning Preference Optimization

Paper • 2404.19733 • Published 20 days ago • 41

Better & Faster Large Language Models via Multi-token Prediction

Paper • 2404.19737 • Published 20 days ago • 61

KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published 20 days ago • 91

Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

Paper • 2404.18796 • Published 21 days ago • 62

upvoted a paper 24 days ago

CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published 26 days ago • 24

upvoted 4 papers 26 days ago

Align Your Steps: Optimizing Sampling Schedules in Diffusion Models

Paper • 2404.14507 • Published 28 days ago • 21

SnapKV: LLM Knows What You are Looking for Before Generation

Paper • 2404.14469 • Published 28 days ago • 23

Multi-Head Mixture-of-Experts

Paper • 2404.15045 • Published 27 days ago • 53

OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Paper • 2404.14619 • Published 28 days ago • 120

upvoted 3 papers 27 days ago

The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions

Paper • 2404.13208 • Published about 1 month ago • 37

How Good Are Low-bit Quantized LLaMA3 Models? An Empirical Study

Paper • 2404.14047 • Published 28 days ago • 37

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Paper • 2404.14219 • Published 28 days ago • 230

upvoted 8 papers about 1 month ago

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Paper • 2404.12253 • Published Apr 18 • 51

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

Paper • 2404.08801 • Published Apr 12 • 62

Compression Represents Intelligence Linearly

Paper • 2404.09937 • Published Apr 15 • 27

Rho-1: Not All Tokens Are What You Need

Paper • 2404.07965 • Published Apr 11 • 79

UniFL: Improve Stable Diffusion via Unified Feedback Learning

Paper • 2404.05595 • Published Apr 8 • 22

No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance

Paper • 2404.04125 • Published Apr 4 • 26

Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences

Paper • 2404.03715 • Published Apr 4 • 58

ReFT: Representation Finetuning for Language Models

Paper • 2404.03592 • Published Apr 4 • 72

upvoted 8 papers about 2 months ago

Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Paper • 2404.02258 • Published Apr 2 • 101

Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models

Paper • 2404.02575 • Published Apr 3 • 46

Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Paper • 2404.02905 • Published Apr 3 • 59

Advancing LLM Reasoning Generalists with Preference Trees

Paper • 2404.02078 • Published Apr 2 • 41

Long-context LLMs Struggle with Long In-context Learning

Paper • 2404.02060 • Published Apr 2 • 33

Jamba: A Hybrid Transformer-Mamba Language Model

Paper • 2403.19887 • Published Mar 28 • 99

ViTAR: Vision Transformer with Any Resolution

Paper • 2403.18361 • Published Mar 27 • 48

SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series

Paper • 2403.15360 • Published Mar 22 • 11

upvoted 3 papers 2 months ago

Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Paper • 2403.12015 • Published Mar 18 • 60

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

Paper • 2403.07508 • Published Mar 12 • 70

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

Paper • 2403.05530 • Published Mar 8 • 50

upvoted 23 papers 3 months ago

ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models

Paper • 2403.02084 • Published Mar 4 • 11

VisionLLaMA: A Unified LLaMA Interface for Vision Tasks

Paper • 2403.00522 • Published Mar 1 • 40

Simple linear attention language models balance the recall-throughput tradeoff

Paper • 2402.18668 • Published Feb 28 • 17

Trajectory Consistency Distillation

Paper • 2402.19159 • Published Feb 29 • 13

Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models

Paper • 2402.19427 • Published Feb 29 • 49

Towards Optimal Learning of Language Models

Paper • 2402.17759 • Published Feb 27 • 16

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27 • 566

Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

Paper • 2402.14848 • Published Feb 19 • 17

MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

Paper • 2402.14905 • Published Feb 22 • 80

YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

Paper • 2402.13616 • Published Feb 21 • 44

CoLLaVO: Crayon Large Language and Vision mOdel

Paper • 2402.11248 • Published Feb 17 • 16

Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models

Paper • 2402.13064 • Published Feb 20 • 45

Neural Network Diffusion

Paper • 2402.13144 • Published Feb 20 • 92

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Paper • 2402.10466 • Published Feb 16 • 16

LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models

Paper • 2402.10524 • Published Feb 16 • 20

BitDelta: Your Fine-Tune May Only Be Worth One Bit

Paper • 2402.10193 • Published Feb 15 • 17

A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

Paper • 2402.09727 • Published Feb 15 • 35

Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation

Paper • 2402.10210 • Published Feb 15 • 28

Generative Representational Instruction Tuning

Paper • 2402.09906 • Published Feb 15 • 50

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15 • 90

Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models

Paper • 2402.07033 • Published Feb 10 • 16

A Tale of Tails: Model Collapse as a Change of Scaling Laws

Paper • 2402.07043 • Published Feb 10 • 12

Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models

Paper • 2402.07865 • Published Feb 12 • 11

upvoted a collection 3 months ago

🔍 Daily Picks in Interpretability & Analysis of LMs

Outstanding research in interpretability and evaluation of language models, summarized • 39 items • Updated 18 days ago • 53

upvoted 2 papers 3 months ago

AttnLRP: Attention-Aware Layer-wise Relevance Propagation for Transformers

Paper • 2402.05602 • Published Feb 8 • 3

Offline Actor-Critic Reinforcement Learning Scales to Large Models

Paper • 2402.05546 • Published Feb 8 • 4