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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Reasoning in Large Language Models: A Geometric Perspective

Reasoning in Large Language Models: A Geometric Perspective

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5 min read
Mooncake: Kimi's KVCache-centric Architecture for LLM Serving

Mooncake: Kimi's KVCache-centric Architecture for LLM Serving

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4 min read
Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows

Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows

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5 min read
LoRA+: Efficient Low Rank Adaptation of Large Models

LoRA+: Efficient Low Rank Adaptation of Large Models

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3 min read
Achieving Energetic Superiority Through System-Level Quantum Circuit Simulation

Achieving Energetic Superiority Through System-Level Quantum Circuit Simulation

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4 min read
Mixture of A Million Experts

Mixture of A Million Experts

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3 min read
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization

Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization

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4 min read
There Has To Be a Lot That We're Missing: Moderating AI-Generated Content on Reddit

There Has To Be a Lot That We're Missing: Moderating AI-Generated Content on Reddit

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4 min read
Exploring the Latest LLMs for Leaderboard Extraction

Exploring the Latest LLMs for Leaderboard Extraction

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4 min read
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

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4 min read
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

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4 min read
What's the Magic Word? A Control Theory of LLM Prompting

What's the Magic Word? A Control Theory of LLM Prompting

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4 min read
Testing AI on language comprehension tasks reveals insensitivity to underlying meaning

Testing AI on language comprehension tasks reveals insensitivity to underlying meaning

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4 min read
FACTS About Building Retrieval Augmented Generation-based Chatbots

FACTS About Building Retrieval Augmented Generation-based Chatbots

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4 min read
Prompt Engineering a Prompt Engineer

Prompt Engineering a Prompt Engineer

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4 min read
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