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upvoted 8 papers 5 months ago

Needle In A Multimodal Haystack

Paper • 2406.07230 • Published Jun 11 • 52

BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack

Paper • 2406.10149 • Published Jun 14 • 48

GEB-1.3B: Open Lightweight Large Language Model

Paper • 2406.09900 • Published Jun 14 • 20

Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models

Paper • 2406.06563 • Published Jun 3 • 17

Mixture-of-Agents Enhances Large Language Model Capabilities

Paper • 2406.04692 • Published Jun 7 • 55

Your Transformer is Secretly Linear

Paper • 2405.12250 • Published May 19 • 150

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20 • 45

INDUS: Effective and Efficient Language Models for Scientific Applications

Paper • 2405.10725 • Published May 17 • 32

upvoted 8 papers 6 months ago

The Effectiveness of Random Forgetting for Robust Generalization

Paper • 2402.11733 • Published Feb 18 • 1

Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training

Paper • 2401.14948 • Published Jan 26 • 1

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

Paper • 2405.00732 • Published Apr 29 • 118

Paint by Inpaint: Learning to Add Image Objects by Removing Them First

Paper • 2404.18212 • Published Apr 28 • 27

Iterative Reasoning Preference Optimization

Paper • 2404.19733 • Published Apr 30 • 46

Better & Faster Large Language Models via Multi-token Prediction

Paper • 2404.19737 • Published Apr 30 • 73

Octopus v4: Graph of language models

Paper • 2404.19296 • Published Apr 30 • 118

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

Paper • 2404.14219 • Published Apr 22 • 251

upvoted 4 papers 7 months ago

Pre-training Small Base LMs with Fewer Tokens

Paper • 2404.08634 • Published Apr 12 • 34

Urban Architect: Steerable 3D Urban Scene Generation with Layout Prior

Paper • 2404.06780 • Published Apr 10 • 9

ReFT: Representation Finetuning for Language Models

Paper • 2404.03592 • Published Apr 4 • 89

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

Paper • 2404.02258 • Published Apr 2 • 104