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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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KitOps: The Bridge Between AI/ML Models and DevOps

KitOps: The Bridge Between AI/ML Models and DevOps

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4 min read
BlogWithMe ⚡

BlogWithMe ⚡

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2 min read
Twenty Constructionist Things to Do with Artificial Intelligence and Machine Learning

Twenty Constructionist Things to Do with Artificial Intelligence and Machine Learning

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4 min read
A decoder-only foundation model for time-series forecasting

A decoder-only foundation model for time-series forecasting

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4 min read
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

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4 min read
LLM Agents can Autonomously Exploit One-day Vulnerabilities

LLM Agents can Autonomously Exploit One-day Vulnerabilities

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4 min read
A Closer Look at AUROC and AUPRC under Class Imbalance

A Closer Look at AUROC and AUPRC under Class Imbalance

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4 min read
Efficient Sentiment Analysis: A Resource-Aware Evaluation of Feature Extraction Techniques, Ensembling, and Deep Learning Models

Efficient Sentiment Analysis: A Resource-Aware Evaluation of Feature Extraction Techniques, Ensembling, and Deep Learning Models

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4 min read
Unstructured: LLM Content Normalization

Unstructured: LLM Content Normalization

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7 min read
Hello World

Hello World

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2 min read
Navigating the Ethical Landscape of AI: Building Trust in Artificial Intelligence

Navigating the Ethical Landscape of AI: Building Trust in Artificial Intelligence

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3 min read
Text-to-SQL: Bridging the Gap Between Natural Language and Database Insights

Text-to-SQL: Bridging the Gap Between Natural Language and Database Insights

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4 min read
Llama 3 8B is better than Llama 2 70B

Llama 3 8B is better than Llama 2 70B

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1 min read
Basic Terms in Machine Learning (Model Training)

Basic Terms in Machine Learning (Model Training)

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4 min read
Computer Vision Meetup: GraphRAG with a Knowledge Graph 27:01

Computer Vision Meetup: GraphRAG with a Knowledge Graph

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1 min read
AI: A Massive Shift in How We'll Work in the Future is Coming. Are You Ready?

AI: A Massive Shift in How We'll Work in the Future is Coming. Are You Ready?

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2 min read
The power of Mechanical Sympathy in Software Engineering

The power of Mechanical Sympathy in Software Engineering

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22 min read
Recapping the AI, Machine Learning and Data Science Meetup — April 18, 2024

Recapping the AI, Machine Learning and Data Science Meetup — April 18, 2024

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6 min read
Chinchilla Scaling: A replication attempt

Chinchilla Scaling: A replication attempt

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3 min read
Scikit-Learn Hello World with Docker Init

Scikit-Learn Hello World with Docker Init

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4 min read
Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models

Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models

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4 min read
The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text

The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text

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4 min read
Confidential Federated Computations

Confidential Federated Computations

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4 min read
What are human values, and how do we align AI to them?

What are human values, and how do we align AI to them?

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4 min read
KMDS, a package for knowledge managment in data science

KMDS, a package for knowledge managment in data science

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1 min read
Unlock Efficiency with ID Document Recognition: 8 Hassle-Free Validation Techniques

Unlock Efficiency with ID Document Recognition: 8 Hassle-Free Validation Techniques

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1 min read
LLM: Data Prep 101

LLM: Data Prep 101

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4 min read
How can i get real time data analysis using chat-gpt?

How can i get real time data analysis using chat-gpt?

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1 min read
Long-form music generation with latent diffusion

Long-form music generation with latent diffusion

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4 min read
Giskard: LLM-Assisted Automated Red Teaming

Giskard: LLM-Assisted Automated Red Teaming

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7 min read
VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

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4 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
Google Play Biometrics Verification Method: Should You Turn It On?

Google Play Biometrics Verification Method: Should You Turn It On?

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2 min read
Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying

Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying

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4 min read
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

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4 min read
Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?

Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?

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4 min read
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

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4 min read
BooookScore: A systematic exploration of book-length summarization in the era of LLMs

BooookScore: A systematic exploration of book-length summarization in the era of LLMs

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4 min read
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

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4 min read
The Curse of Recursion: Training on Generated Data Makes Models Forget

The Curse of Recursion: Training on Generated Data Makes Models Forget

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4 min read
Can Facial Recognition Be Trusted for Immigration Control?

Can Facial Recognition Be Trusted for Immigration Control?

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1 min read
Assumption of Homoscedasticity : A Guide to verifying the Assumption of Constant Variance of Residuals

Assumption of Homoscedasticity : A Guide to verifying the Assumption of Constant Variance of Residuals

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3 min read
Lyzr-Automata powered README Generation

Lyzr-Automata powered README Generation

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2 min read
The Illusion of State in State-Space Models

The Illusion of State in State-Space Models

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

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

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4 min read
Chapter: Vulnerability of Quantum Information Systems to Collective Manipulation

Chapter: Vulnerability of Quantum Information Systems to Collective Manipulation

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4 min read
The Impact of Depth on Compositional Generalization in Transformer Language Models

The Impact of Depth on Compositional Generalization in Transformer Language Models

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4 min read
Generalization in diffusion models arises from geometry-adaptive harmonic representations

Generalization in diffusion models arises from geometry-adaptive harmonic representations

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4 min read
ChatGPT Can Predict the Future when it Tells Stories Set in the Future About the Past

ChatGPT Can Predict the Future when it Tells Stories Set in the Future About the Past

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4 min read
AI Inference now available in Supabase Edge Functions

AI Inference now available in Supabase Edge Functions

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5 min read
Manipulating Large Language Models to Increase Product Visibility

Manipulating Large Language Models to Increase Product Visibility

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3 min read
Dataset Reset Policy Optimization for RLHF

Dataset Reset Policy Optimization for RLHF

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4 min read
H2O-Danube-1.8B Technical Report

H2O-Danube-1.8B Technical Report

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4 min read
Recommender Systems in the Era of Large Language Models (LLMs)

Recommender Systems in the Era of Large Language Models (LLMs)

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4 min read
CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs

CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs

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3 min read
TransformerFAM: Feedback attention is working memory

TransformerFAM: Feedback attention is working memory

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4 min read
Wine Quality Prediction โดยการใช้ Machine Learning Logistic Regression ใน Python

Wine Quality Prediction โดยการใช้ Machine Learning Logistic Regression ใน Python

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2 min read
CVPR 2024 Survival Guide: Five Vision-Language Papers You Don’t Want to Miss

CVPR 2024 Survival Guide: Five Vision-Language Papers You Don’t Want to Miss

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9 min read
The Expressive Power of Transformers with Chain of Thought

The Expressive Power of Transformers with Chain of Thought

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4 min read
Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies

Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies

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3 min read
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