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Day 39: Summarization with LLMs
Naresh Nishad
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Nov 28 '24
Day 39: Summarization with LLMs
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2 min read
Day 38: Question Answering with LLMs
Naresh Nishad
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Nov 26 '24
Day 38: Question Answering with LLMs
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2 min read
Day 37: Named Entity Recognition (NER) with LLMs
Naresh Nishad
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Nov 20 '24
Day 37: Named Entity Recognition (NER) with LLMs
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3 min read
Day 28: Model Compression Techniques for Large Language Models (LLMs)
Naresh Nishad
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Nov 7 '24
Day 28: Model Compression Techniques for Large Language Models (LLMs)
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Day 14 of GPT: Deep Dive into Generative Pre-trained Transformers
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Oct 2 '24
Day 14 of GPT: Deep Dive into Generative Pre-trained Transformers
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3 min read
Day: 25 Optimizer Algorithms for Large Language Models (LLMs)
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Nov 4 '24
Day: 25 Optimizer Algorithms for Large Language Models (LLMs)
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3 min read
BERT: Revolutionizing Natural Language Processing
Naresh Nishad
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Sep 30 '24
BERT: Revolutionizing Natural Language Processing
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3 min read
Day 24: Gradient Accumulation
Naresh Nishad
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Nov 3 '24
Day 24: Gradient Accumulation
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2 min read
Retrieval-Augmented Generation (RAG) in LLMs
Naresh Nishad
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Oct 27 '24
Retrieval-Augmented Generation (RAG) in LLMs
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3 min read
GPT-2 and GPT-3: The Evolution of Language Models
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Oct 5 '24
GPT-2 and GPT-3: The Evolution of Language Models
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4 min read
Exploring ELECTRA - Efficient Pre-training for Transformers
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Oct 16 '24
Exploring ELECTRA - Efficient Pre-training for Transformers
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4 min read
T5 (Text-to-Text Transfer Transformer)
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Oct 11 '24
T5 (Text-to-Text Transfer Transformer)
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4 min read
Prompt Engineering
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Oct 9 '24
Prompt Engineering
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3 min read
Few-shot Learning: Teaching AI with Minimal Data
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Oct 8 '24
Few-shot Learning: Teaching AI with Minimal Data
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5 min read
Understanding the Attention Mechanism in Natural Language Processing
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Sep 27 '24
Understanding the Attention Mechanism in Natural Language Processing
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3 min read
Long Short-Term Memory (LSTM) Networks
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Sep 26 '24
Long Short-Term Memory (LSTM) Networks
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4 min read
Understanding Recurrent Neural Networks (RNNs)
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Sep 25 '24
Understanding Recurrent Neural Networks (RNNs)
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3 min read
Fine-tuning BERT: Unlocking the Power of Pre-trained Language Models
Naresh Nishad
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Oct 2 '24
Fine-tuning BERT: Unlocking the Power of Pre-trained Language Models
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4 min read
Positional Encoding: Adding Sequence Awareness to Transformers
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Sep 29 '24
Positional Encoding: Adding Sequence Awareness to Transformers
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4 min read
Transformer Architecture: Revolutionizing NLP
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Sep 29 '24
Transformer Architecture: Revolutionizing NLP
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3 min read
Understanding Self-Attention and Multi-Head Attention in Deep Learning
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Sep 28 '24
Understanding Self-Attention and Multi-Head Attention in Deep Learning
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4 min read
Backpropagation and Optimization in Neural Networks
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Sep 24 '24
Backpropagation and Optimization in Neural Networks
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3 min read
Understanding Neural Networks: A Detailed Exploration
Naresh Nishad
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Sep 23 '24
Understanding Neural Networks: A Detailed Exploration
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5 min read
Detailed Introduction to Word Embedding
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Sep 22 '24
Detailed Introduction to Word Embedding
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4 min read
Text Preprocessing for NLP
Naresh Nishad
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Sep 21 '24
Text Preprocessing for NLP
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3 min read
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