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upvoted a paper 4 days ago

TextGrad: Automatic "Differentiation" via Text

Paper • 2406.07496 • Published 4 days ago • 21

upvoted a paper 2 months ago

Compression Represents Intelligence Linearly

Paper • 2404.09937 • Published Apr 15 • 27

upvoted 4 papers 3 months ago

Evolutionary Optimization of Model Merging Recipes

Paper • 2403.13187 • Published Mar 19 • 46

The Unreasonable Ineffectiveness of the Deeper Layers

Paper • 2403.17887 • Published Mar 26 • 75

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

Paper • 2402.17764 • Published Feb 27 • 571

Common 7B Language Models Already Possess Strong Math Capabilities

Paper • 2403.04706 • Published Mar 7 • 16

upvoted 2 papers 5 months ago

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 174

Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 75

upvoted 10 papers 6 months ago

Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models

Paper • 2401.00788 • Published Jan 1 • 21

Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws

Paper • 2401.00448 • Published Dec 31, 2023 • 26

WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation

Paper • 2312.14187 • Published Dec 20, 2023 • 49

LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Paper • 2312.11514 • Published Dec 12, 2023 • 255

LLM360: Towards Fully Transparent Open-Source LLMs

Paper • 2312.06550 • Published Dec 11, 2023 • 53

RepoFusion: Training Code Models to Understand Your Repository

Paper • 2306.10998 • Published Jun 19, 2023 • 14

PathFinder: Guided Search over Multi-Step Reasoning Paths

Paper • 2312.05180 • Published Dec 8, 2023 • 9

Nash Learning from Human Feedback

Paper • 2312.00886 • Published Dec 1, 2023 • 13

Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 78

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 132

upvoted a paper 8 months ago

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Paper • 2310.03714 • Published Oct 5, 2023 • 28