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Day 37: Named Entity Recognition (NER) with LLMs
Naresh Nishad
Naresh Nishad
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Nov 20
Day 37: Named Entity Recognition (NER) with LLMs
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3 min read
Day 36: Text Classification with LLMs
Naresh Nishad
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Nov 18
Day 36: Text Classification with LLMs
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2 min read
Day 35 - BERT: Bidirectional Encoder Representations from Transformers
Naresh Nishad
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Nov 15
Day 35 - BERT: Bidirectional Encoder Representations from Transformers
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2 min read
Day 34 - XLNet: Generalized Autoregressive Pretraining for Language Understanding
Naresh Nishad
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Nov 14
Day 34 - XLNet: Generalized Autoregressive Pretraining for Language Understanding
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2 min read
Day 33 - ALBERT (A Lite BERT): Efficient Language Model
Naresh Nishad
Naresh Nishad
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Nov 13
Day 33 - ALBERT (A Lite BERT): Efficient Language Model
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2 min read
Day 32 - Switch Transformers: Efficient Large-Scale Models
Naresh Nishad
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Nov 12
Day 32 - Switch Transformers: Efficient Large-Scale Models
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2 min read
Day 31: Longformer - Efficient Attention Mechanism for Long Documents
Naresh Nishad
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Nov 11
Day 31: Longformer - Efficient Attention Mechanism for Long Documents
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3 min read
Day:30 Reformer: Efficient Transformer for Large Scale Models
Naresh Nishad
Naresh Nishad
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Nov 9
Day:30 Reformer: Efficient Transformer for Large Scale Models
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3 min read
Day 29: Sparse Transformers: Efficient Scaling for Large Language Models
Naresh Nishad
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Nov 8
Day 29: Sparse Transformers: Efficient Scaling for Large Language Models
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3 min read
Day 27: Regularization Techniques for Large Language Models (LLMs)
Naresh Nishad
Naresh Nishad
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Nov 6
Day 27: Regularization Techniques for Large Language Models (LLMs)
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2 min read
Day 26: Learning Rate Schedules
Naresh Nishad
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Nov 5
Day 26: Learning Rate Schedules
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2 min read
Day 22: Distributed Training in Large Language Models
Naresh Nishad
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Oct 29
Day 22: Distributed Training in Large Language Models
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3 min read
Ethical Considerations in LLM Development and Deployment
Naresh Nishad
Naresh Nishad
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Oct 28
Ethical Considerations in LLM Development and Deployment
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2 min read
Retrieval-Augmented Generation (RAG) in LLMs
Naresh Nishad
Naresh Nishad
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Oct 27
Retrieval-Augmented Generation (RAG) in 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
Day 28: Model Compression Techniques for Large Language Models (LLMs)
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2 min read
Exploring ELECTRA - Efficient Pre-training for Transformers
Naresh Nishad
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Oct 16
Exploring ELECTRA - Efficient Pre-training for Transformers
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4 min read
Day 14 of GPT: Deep Dive into Generative Pre-trained Transformers
Naresh Nishad
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Oct 2
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)
Naresh Nishad
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Nov 4
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
BERT: Revolutionizing Natural Language Processing
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3 min read
Day 24: Gradient Accumulation
Naresh Nishad
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Nov 3
Day 24: Gradient Accumulation
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2 min read
Understanding Self-Attention and Multi-Head Attention in Deep Learning
Naresh Nishad
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Sep 28
Understanding Self-Attention and Multi-Head Attention in Deep Learning
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4 min read
GPT-2 and GPT-3: The Evolution of Language Models
Naresh Nishad
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Oct 5
GPT-2 and GPT-3: The Evolution of Language Models
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4 min read
T5 (Text-to-Text Transfer Transformer)
Naresh Nishad
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Oct 11
T5 (Text-to-Text Transfer Transformer)
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4 min read
Prompt Engineering
Naresh Nishad
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Oct 9
Prompt Engineering
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3 min read
Few-shot Learning: Teaching AI with Minimal Data
Naresh Nishad
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Oct 8
Few-shot Learning: Teaching AI with Minimal Data
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5 min read
Understanding the Attention Mechanism in Natural Language Processing
Naresh Nishad
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Sep 27
Understanding the Attention Mechanism in Natural Language Processing
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3 min read
Long Short-Term Memory (LSTM) Networks
Naresh Nishad
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Sep 26
Long Short-Term Memory (LSTM) Networks
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4 min read
Understanding Recurrent Neural Networks (RNNs)
Naresh Nishad
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Sep 25
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
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
Naresh Nishad
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Sep 29
Positional Encoding: Adding Sequence Awareness to Transformers
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4 min read
Transformer Architecture: Revolutionizing NLP
Naresh Nishad
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Sep 29
Transformer Architecture: Revolutionizing NLP
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3 min read
Backpropagation and Optimization in Neural Networks
Naresh Nishad
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Sep 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
Understanding Neural Networks: A Detailed Exploration
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5 min read
Detailed Introduction to Word Embedding
Naresh Nishad
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Sep 22
Detailed Introduction to Word Embedding
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4 min read
Text Preprocessing for NLP
Naresh Nishad
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Sep 21
Text Preprocessing for NLP
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3 min read
Introduction to NLP
Naresh Nishad
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Sep 20
Introduction to NLP
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3 min read
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