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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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Layer-Condensed KV Cache for Efficient Inference of Large Language Models
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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
Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models
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Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models

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5 min read
Can Large Language Models Write Parallel Code?

Can Large Language Models Write Parallel Code?

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

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4 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
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
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
The Platonic Representation Hypothesis

The Platonic Representation Hypothesis

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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
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
Player-Driven Emergence in LLM-Driven Game Narrative
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Player-Driven Emergence in LLM-Driven Game Narrative

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4 min read
LoRA Learns Less and Forgets Less
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LoRA Learns Less and Forgets Less

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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
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
LLM4ED: Large Language Models for Automatic Equation Discovery

LLM4ED: Large Language Models for Automatic Equation Discovery

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5 min read
AI in project management
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AI in project management

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

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8 min read
An Overview and Brief Explanation of Direct Preference Optimization (DPO)

An Overview and Brief Explanation of Direct Preference Optimization (DPO)

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1 min read
Vision AI agents for any task

Vision AI agents for any task

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2 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
14 Best Machine Learning & AI Newsletters List (May 2024)
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14 Best Machine Learning & AI Newsletters List (May 2024)

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3 min read
Lyzr-Automata powered README Generation
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Lyzr-Automata powered README Generation

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2 min read
Optimizing Classroom Time: Using Lyzr-Automata to Generate Effective Timetables
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Optimizing Classroom Time: Using Lyzr-Automata to Generate Effective Timetables

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4 min read
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