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Data Science allows us to extract meaning from and interpret data.

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LoRA+: Efficient Low Rank Adaptation of Large Models

LoRA+: Efficient Low Rank Adaptation of Large Models

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3 min read
A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task

A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task

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4 min read
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

ScreenAI: A Vision-Language Model for UI and Infographics Understanding

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4 min read
Volumetric Rendering with Baked Quadrature Fields

Volumetric Rendering with Baked Quadrature Fields

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3 min read
OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training

OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training

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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
Learning to (Learn at Test Time): RNNs with Expressive Hidden States

Learning to (Learn at Test Time): RNNs with Expressive Hidden States

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3 min read
Mixture of A Million Experts

Mixture of A Million Experts

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3 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
Reasoning in Large Language Models: A Geometric Perspective

Reasoning in Large Language Models: A Geometric Perspective

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5 min read
LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

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3 min read
PaliGemma: A versatile 3B VLM for transfer

PaliGemma: A versatile 3B VLM for transfer

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4 min read
Which algorithm to select in sports timetabling?

Which algorithm to select in sports timetabling?

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4 min read
When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

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4 min read
ColPali: Efficient Document Retrieval with Vision Language Models

ColPali: Efficient Document Retrieval with Vision Language Models

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4 min read
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