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Natural Language Processing

NLP is Natural Language Processing the technology behind Home assistants and search engines.

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PDF chat with source highlights

PDF chat with source highlights

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1 min read
Day 28: Model Compression Techniques for Large Language Models (LLMs)

Day 28: Model Compression Techniques for Large Language Models (LLMs)

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2 min read
Day 27: Regularization Techniques for Large Language Models (LLMs)

Day 27: Regularization Techniques for Large Language Models (LLMs)

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2 min read
Day 14 of GPT: Deep Dive into Generative Pre-trained Transformers

Day 14 of GPT: Deep Dive into Generative Pre-trained Transformers

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3 min read
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs

Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs

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1 min read
Day: 25 Optimizer Algorithms for Large Language Models (LLMs)

Day: 25 Optimizer Algorithms for Large Language Models (LLMs)

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3 min read
BERT: Revolutionizing Natural Language Processing

BERT: Revolutionizing Natural Language Processing

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3 min read
Day 24: Gradient Accumulation

Day 24: Gradient Accumulation

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2 min read
Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate

Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate

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1 min read
Basic Introduction to RAG using LangChain

Basic Introduction to RAG using LangChain

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3 min read
How AI Smart Search Delivers Contextual Results for Nonprofit Websites?
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How AI Smart Search Delivers Contextual Results for Nonprofit Websites?

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6 min read
Day 22: Distributed Training in Large Language Models

Day 22: Distributed Training in Large Language Models

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3 min read
Copilot, Cursor, and Tongyi Lingma: Who's Your Ultimate Coding Assistant?
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Copilot, Cursor, and Tongyi Lingma: Who's Your Ultimate Coding Assistant?

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5 min read
Retrieval-Augmented Generation (RAG) in LLMs

Retrieval-Augmented Generation (RAG) in LLMs

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3 min read
GPT-2 and GPT-3: The Evolution of Language Models

GPT-2 and GPT-3: The Evolution of Language Models

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4 min read
A Beginner's Guide to Text Embedding Using BERT with MediaPipe
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A Beginner's Guide to Text Embedding Using BERT with MediaPipe

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2 min read
How I Build AI Agents in Seconds🤯

How I Build AI Agents in Seconds🤯

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2 min read
Exploring ELECTRA - Efficient Pre-training for Transformers

Exploring ELECTRA - Efficient Pre-training for Transformers

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4 min read
Pure Front-End Inverted Full-Text Search

Pure Front-End Inverted Full-Text Search

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5 min read
Lessons learned from improving a Rust program
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Lessons learned from improving a Rust program

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11 min read
T5 (Text-to-Text Transfer Transformer)

T5 (Text-to-Text Transfer Transformer)

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4 min read
I made LexioJS: a NLP library built in VanillaJS
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I made LexioJS: a NLP library built in VanillaJS

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1 min read
Few-shot Learning: Teaching AI with Minimal Data

Few-shot Learning: Teaching AI with Minimal Data

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5 min read
10 Key Components of Artificial Intelligence
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10 Key Components of Artificial Intelligence

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4 min read
Understanding the Attention Mechanism in Natural Language Processing

Understanding the Attention Mechanism in Natural Language Processing

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3 min read
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