Submissions by limoce

SuperGPQA: Scaling LLM Evaluation Across 285 Graduate Disciplines

SepLLM: Accelerate LLMs by Compressing One Segment into One Separator

Step-Video-T2V: The Practice, Challenges, and Future of Video Foundation Model

Logic R1: Reproduce DeepSeek R1 Zero on 2K Logic Puzzle Dataset

Libnginx: Nginx as a Shared Library

DeepSeek-VL2: Moe Vision-Language Models for Advanced Multimodal Understanding [pdf]

Fast vectorizable algorithms of binary searching for floating point numbers

New OpenAI Feature: Predicted Outputs

Collaborative Filtering Is Wrong and Here Is Why

REST: A Plug-and-Play Method for Accelerating LLM Without Additional Training

Smoke 'em if you got 'em: Hacker gains root access using cigarette lighter

O1 Replication Journey: A Strategic Progress Report

Failures of Gradient-Based Deep Learning (2017) [pdf]

Qwen2-VL

Qwen2-Math

FlexAttention: The Flexibility of PyTorch with the Performance of FlashAttention

MiniCPM-v2.6: GPT-4V Level MLLM for Single/Multi Image and Video on Your Phone

MindSearch: LLM-Based Web Search Engine Similar to Perplexity.ai and SearchGPT

Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parameters

PowerInfer-2: Fast Large Language Model Inference on a Smartphone

Large-scale photonic chiplet Taichi empowers 160TOPS/W AI

Asterinas: OS kernel written in Rust and providing Linux-compatible ABI

Mq-deadline scalability improvements (with more than 100% improvement)

Researchers Create First Functional Semiconductor Made from Graphene

Wayland Enjoyed Many Successes in 2023

Improving our safety with a physical quantities and units library

Nesting chinstrap penguins sleep by seconds-long microsleeps

PowerInfer: High-Speed Large Language Model Serving on Consumer-Grade GPUs