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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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Ternary Quantized Language Models Match Larger FP16 Models on Certain Tasks

Ternary Quantized Language Models Match Larger FP16 Models on Certain Tasks

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5 min read
Optimal ADMM Weight Update for Pruned Large Language Models

Optimal ADMM Weight Update for Pruned Large Language Models

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3 min read
Open-Source BiomedGPT: Versatile Vision-Language Model for Biomedical Tasks

Open-Source BiomedGPT: Versatile Vision-Language Model for Biomedical Tasks

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3 min read
Adapt Large Language Model Prompts via Active Learning

Adapt Large Language Model Prompts via Active Learning

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4 min read
Digital Twin Applications Across Industries 2024

Digital Twin Applications Across Industries 2024

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10 min read
How I made my own chatbot using RAG

How I made my own chatbot using RAG

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2 min read
Bridging the Basics: From Data Structures in Java to Innovations in AI

Bridging the Basics: From Data Structures in Java to Innovations in AI

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2 min read
Fixed bugs for my pytorch like library

Fixed bugs for my pytorch like library

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1 min read
Mixture-of-Agents Enhances Large Language Model Capabilities✨

Mixture-of-Agents Enhances Large Language Model Capabilities✨

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2 min read
Driving Business Success with Gen AI: Using LLMs in Production for Enterprises

Driving Business Success with Gen AI: Using LLMs in Production for Enterprises

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2 min read
Temperature-Scaled Boltzmann Influence Functions Estimate Predictive Uncertainty Efficiently

Temperature-Scaled Boltzmann Influence Functions Estimate Predictive Uncertainty Efficiently

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4 min read
Generative AI as a Career: Unlocking Future Tech Opportunities

Generative AI as a Career: Unlocking Future Tech Opportunities

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4 min read
Eavesdrop on HDMI using Unintended Electromagnetic Signals - Deep Learning Method

Eavesdrop on HDMI using Unintended Electromagnetic Signals - Deep Learning Method

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3 min read
Can Refusal Training Help LLMs Master Irregular Past Tense Verbs?

Can Refusal Training Help LLMs Master Irregular Past Tense Verbs?

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3 min read
Neural Networks Gain Surprising Benefits from Self-Modeling, Enhancing Performance & Robustness

Neural Networks Gain Surprising Benefits from Self-Modeling, Enhancing Performance & Robustness

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4 min read
Defining Biases and Disparities: A Causal Framework for Rigorous Study

Defining Biases and Disparities: A Causal Framework for Rigorous Study

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3 min read
Unleash 3D Image Editing: Multifaceted Edits with 3D-GOI on Multiple Objects

Unleash 3D Image Editing: Multifaceted Edits with 3D-GOI on Multiple Objects

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4 min read
EdgeSAM: Bringing Segment Anything Model (SAM) to Edge Devices through Prompt-Based Distillation

EdgeSAM: Bringing Segment Anything Model (SAM) to Edge Devices through Prompt-Based Distillation

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4 min read
How to Build a Machine Learning Model in Rust

How to Build a Machine Learning Model in Rust

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2 min read
Mathematics for Machine Learning - Day 14

Mathematics for Machine Learning - Day 14

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3 min read
Bridging the Gap: Integrating Responsible AI Practices into Scalable LLMOps for Enterprise Excellence

Bridging the Gap: Integrating Responsible AI Practices into Scalable LLMOps for Enterprise Excellence

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3 min read
Why AI Can’t Replace Programmers: The Limits of Machine Learning

Why AI Can’t Replace Programmers: The Limits of Machine Learning

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6 min read
Unleashing AI for Autonomous Cloud Orchestration: Challenges and Principles

Unleashing AI for Autonomous Cloud Orchestration: Challenges and Principles

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4 min read
BRIGHT: New Text Retrieval Benchmark Requiring Intensive Reasoning to Identify Relevant Documents

BRIGHT: New Text Retrieval Benchmark Requiring Intensive Reasoning to Identify Relevant Documents

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4 min read
Gen AI Applications in Software Product Engineering

Gen AI Applications in Software Product Engineering

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3 min read
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