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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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Understanding Advanced AI Techniques: RAG, Fine-Tuning, and Beyond

Understanding Advanced AI Techniques: RAG, Fine-Tuning, and Beyond

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4 min read
The Transformer Revolution

The Transformer Revolution

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3 min read
Exploring the World of Generative AI: Key Takeaways

Exploring the World of Generative AI: Key Takeaways

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2 min read
Generate Images with Depth Guided Stable Diffusion and Rerun

Generate Images with Depth Guided Stable Diffusion and Rerun

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2 min read
How I Built McDonald’s Drive-Thru: All-AI, All-Local

How I Built McDonald’s Drive-Thru: All-AI, All-Local

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Advanced Insights into Automated Data Processing Tools

Advanced Insights into Automated Data Processing Tools

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4 min read
How Deep Learning Works

How Deep Learning Works

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3 min read
Training on encrypted data, Order preserving encryption vs Homomorphic vs other methods

Training on encrypted data, Order preserving encryption vs Homomorphic vs other methods

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1 min read
First Post Lasts

First Post Lasts

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1 min read
BharatGPT: The Next Generation AI Language Model

BharatGPT: The Next Generation AI Language Model

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5 min read
Understanding Supervised and Unsupervised Learning: A Beginners guide.

Understanding Supervised and Unsupervised Learning: A Beginners guide.

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Baka4LLM. New horizons

Baka4LLM. New horizons

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1 min read
Generative Adversarial Network (GAN)

Generative Adversarial Network (GAN)

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3 min read
What is not machine learning ?

What is not machine learning ?

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1 min read
CVPR Pre-Show: Open3DSG: an Open-Vocabulary 3D Scene Graph Generation Method 14:57

CVPR Pre-Show: Open3DSG: an Open-Vocabulary 3D Scene Graph Generation Method

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1 min read
CVPR Pre-Show: A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models 10:40

CVPR Pre-Show: A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models

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1 min read
Building an custom chat bot

Building an custom chat bot

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2 min read
Topic Modeling: Machine Learning Technique 301

Topic Modeling: Machine Learning Technique 301

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3 min read
Pure ML vs Applied ML

Pure ML vs Applied ML

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2 min read
Introducing Semantic Kernel

Introducing Semantic Kernel

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10 min read
Neural Networks

Neural Networks

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1 min read
Accelerate Model Training with PyTorch

Accelerate Model Training with PyTorch

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1 min read
How to analyze document layout by YOLO

How to analyze document layout by YOLO

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What If We Recaption Billions of Web Images with LLaMA-3?

What If We Recaption Billions of Web Images with LLaMA-3?

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AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation

AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation

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3 min read
Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parameters

Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parameters

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4 min read
Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM

Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM

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4 min read
Discovering Preference Optimization Algorithms with and for Large Language Models

Discovering Preference Optimization Algorithms with and for Large Language Models

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4 min read
The Prompt Report: A Systematic Survey of Prompting Techniques

The Prompt Report: A Systematic Survey of Prompting Techniques

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3 min read
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

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4 min read
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

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4 min read
Instant 3D Human Avatar Generation using Image Diffusion Models

Instant 3D Human Avatar Generation using Image Diffusion Models

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4 min read
Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

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4 min read
Toward Autonomous Driving by Musculoskeletal Humanoids: A Study of Developed Hardware and Learning-Based Software

Toward Autonomous Driving by Musculoskeletal Humanoids: A Study of Developed Hardware and Learning-Based Software

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4 min read
Improve Mathematical Reasoning in Language Models by Automated Process Supervision

Improve Mathematical Reasoning in Language Models by Automated Process Supervision

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4 min read
What is machine learning

What is machine learning

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1 min read
Tools and Tool_Choice - Azure GPT4

Tools and Tool_Choice - Azure GPT4

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4 min read
How to Fool and Avoid Facial Recognition in Public Places

How to Fool and Avoid Facial Recognition in Public Places

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Simple DETR Object Detection with Python

Simple DETR Object Detection with Python

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Introduction to Transformer Models

Introduction to Transformer Models

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RAG Does Not Work for Enterprises

RAG Does Not Work for Enterprises

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4 min read
GenAI Arena: An Open Evaluation Platform for Generative Models

GenAI Arena: An Open Evaluation Platform for Generative Models

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3 min read
Getting Started with Machine Learning

Getting Started with Machine Learning

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2 min read
Zero-shot Image Editing with Reference Imitation

Zero-shot Image Editing with Reference Imitation

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4 min read
Towards a Personal Health Large Language Model

Towards a Personal Health Large Language Model

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5 min read
Separating the Chirp from the Chat: Self-supervised Visual Grounding of Sound and Language

Separating the Chirp from the Chat: Self-supervised Visual Grounding of Sound and Language

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4 min read
PowerInfer-2: Fast Large Language Model Inference on a Smartphone

PowerInfer-2: Fast Large Language Model Inference on a Smartphone

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4 min read
The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability

The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability

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5 min read
Clifford-Steerable Convolutional Neural Networks

Clifford-Steerable Convolutional Neural Networks

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4 min read
Day 7 of Machine Learning|| Linear Regression Part 1

Day 7 of Machine Learning|| Linear Regression Part 1

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3 min read
ꜱᴄᴀʟɪɴɢ ᴀɴᴅ ɴᴏʀᴍᴀʟɪᴢɪɴɢ ᴅᴀᴛᴀ ꜰᴏʀ ᴍᴀᴄʜɪɴᴇ ʟᴇᴀʀɴɪɴɢ ᴍᴏᴅᴇʟꜱ

ꜱᴄᴀʟɪɴɢ ᴀɴᴅ ɴᴏʀᴍᴀʟɪᴢɪɴɢ ᴅᴀᴛᴀ ꜰᴏʀ ᴍᴀᴄʜɪɴᴇ ʟᴇᴀʀɴɪɴɢ ᴍᴏᴅᴇʟꜱ

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3 min read
Implementing MLOps with GitHub Actions

Implementing MLOps with GitHub Actions

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5 min read
How machines Learn: A look into machine learning.

How machines Learn: A look into machine learning.

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3 min read
Sarcasm Detection using Machine Learning.

Sarcasm Detection using Machine Learning.

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3 min read
Learning to Infer Generative Template Programs for Visual Concepts

Learning to Infer Generative Template Programs for Visual Concepts

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4 min read
Explaining Explanations in Probabilistic Logic Programming

Explaining Explanations in Probabilistic Logic Programming

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4 min read
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

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5 min read
Golden Ratio Yoshimura for Meta-Stable and Massively Reconfigurable Deployment

Golden Ratio Yoshimura for Meta-Stable and Massively Reconfigurable Deployment

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Semantically Diverse Language Generation for Uncertainty Estimation in Language Models

Semantically Diverse Language Generation for Uncertainty Estimation in Language Models

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4 min read
CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents

CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents

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4 min read
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