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David Limpus

TheRealPilot638

·

AI & ML interests

HW/SW Co-design for efficient AI inference & training | RL & Control

Recent Activity

upvoted a paper 1 day ago

Recursive Language Models

upvoted a paper 1 day ago

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

upvoted an article 23 days ago

⚡ nano-vLLM: Lightweight, Low-Latency LLM Inference from Scratch

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upvoted 2 papers 1 day ago

Recursive Language Models

Paper • 2512.24601 • Published 11 days ago • 48

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

Paper • 2601.05242 • Published 2 days ago • 116

upvoted an article 23 days ago

Article

⚡ nano-vLLM: Lightweight, Low-Latency LLM Inference from Scratch

Jun 28, 2025

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30

upvoted an article 6 months ago

Article

All LLMs Will Be Sparse BitNet Hybrids

May 14, 2025

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16

upvoted an article 7 months ago

Article

Fine-tuning LLMs to 1.58bit: extreme quantization made easy

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Sep 18, 2024

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272

upvoted a paper 7 months ago

Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models

Paper • 2504.04823 • Published Apr 7, 2025 • 31

upvoted a collection 7 months ago

DeepSeek-R1-Distill-Quantized

8 items • Updated May 27, 2025 • 1