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upvoted a paper 2 months ago

A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning

Paper • 2510.15444 • Published Oct 17, 2025 • 147

upvoted a paper 3 months ago

Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 500

upvoted a paper 7 months ago

Draft-based Approximate Inference for LLMs

Paper • 2506.08373 • Published Jun 10, 2025 • 4

upvoted 4 papers about 1 year ago

The Nature of Mathematical Modeling and Probabilistic Optimization Engineering in Generative AI

Paper • 2410.18441 • Published Oct 24, 2024 • 7

ZIP-FIT: Embedding-Free Data Selection via Compression-Based Alignment

Paper • 2410.18194 • Published Oct 23, 2024 • 5

Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss

Paper • 2410.17243 • Published Oct 22, 2024 • 92

Differential Transformer

Paper • 2410.05258 • Published Oct 7, 2024 • 179

upvoted a collection over 1 year ago

Pythia Scaling Suite

Collection

Pythia is the first LLM suite designed specifically to enable scientific research on LLMs. To learn more see https://github.com/EleutherAI/pythia • 18 items • Updated Feb 26, 2025 • 31

upvoted a paper almost 2 years ago

In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 43