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Data Science

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

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Hydragen: High-Throughput LLM Inference with Shared Prefixes

Hydragen: High-Throughput LLM Inference with Shared Prefixes

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4 min read
Simultaneous Many-Row Activation in Off-the-Shelf DRAM Chips: Experimental Characterization and Analysis

Simultaneous Many-Row Activation in Off-the-Shelf DRAM Chips: Experimental Characterization and Analysis

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4 min read
Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems

Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems

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4 min read
Identifying the Risks of LM Agents with an LM-Emulated Sandbox

Identifying the Risks of LM Agents with an LM-Emulated Sandbox

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3 min read
People cannot distinguish GPT-4 from a human in a Turing test

People cannot distinguish GPT-4 from a human in a Turing test

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5 min read
QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving

QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving

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4 min read
Black-Box Access is Insufficient for Rigorous AI Audits

Black-Box Access is Insufficient for Rigorous AI Audits

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4 min read
Can Large Language Models Write Parallel Code?

Can Large Language Models Write Parallel Code?

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3 min read
Do Anything Now: Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models

Do Anything Now: Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models

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4 min read
Layer-Condensed KV Cache for Efficient Inference of Large Language Models

Layer-Condensed KV Cache for Efficient Inference of Large Language Models

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5 min read
Biomedical knowledge graph-optimized prompt generation for large language models

Biomedical knowledge graph-optimized prompt generation for large language models

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3 min read
FOLIO: Natural Language Reasoning with First-Order Logic

FOLIO: Natural Language Reasoning with First-Order Logic

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4 min read
SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts

SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts

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4 min read
Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models

Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models

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5 min read
The Platonic Representation Hypothesis

The Platonic Representation Hypothesis

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3 min read
LoRA Learns Less and Forgets Less

LoRA Learns Less and Forgets Less

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4 min read
Player-Driven Emergence in LLM-Driven Game Narrative

Player-Driven Emergence in LLM-Driven Game Narrative

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4 min read
Learning to Slice Wi-Fi Networks: A State-Augmented Primal-Dual Approach

Learning to Slice Wi-Fi Networks: A State-Augmented Primal-Dual Approach

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4 min read
LLM4ED: Large Language Models for Automatic Equation Discovery

LLM4ED: Large Language Models for Automatic Equation Discovery

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5 min read
Improving Diffusion Models for Inverse Problems using Manifold Constraints

Improving Diffusion Models for Inverse Problems using Manifold Constraints

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4 min read
"Day 61 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Graph - 1)

"Day 61 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Graph - 1)

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1 min read
Choisir la Bonne Agence de Développement Web : Les Clés d'un Partenariat Réussi

Choisir la Bonne Agence de Développement Web : Les Clés d'un Partenariat Réussi

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2 min read
Large Language Models (LLMs) in Scoring Tasks and Decision Making

Large Language Models (LLMs) in Scoring Tasks and Decision Making

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8 min read
dlt adds Reverse ETL - build a custom destination in minutes

dlt adds Reverse ETL - build a custom destination in minutes

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6 min read
Day 4 of Machine Learning|| Exploratory Data Analysis Part 1

Day 4 of Machine Learning|| Exploratory Data Analysis Part 1

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3 min read
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