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Naresh Nishad

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Location India Joined Joined on  Personal website https://www.linkedin.com/in/naresh-nishad7/ github website
Day 52: Monitoring LLM Performance in Production
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Day 52: Monitoring LLM Performance in Production

#llm #75daysofllm
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Day 51: Containerization of LLM Applications
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Day 51: Containerization of LLM Applications

#llm #75daysofllm
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2 min read
Day 50: Building a REST API for LLM Inference
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Day 50: Building a REST API for LLM Inference

#llm #75daysofllm
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2 min read
Day 49: Serving LLMs with ONNX Runtime
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Day 49: Serving LLMs with ONNX Runtime

#llm #75daysofllm
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2 min read
Day 48: Quantization of LLMs
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Day 48: Quantization of LLMs

#llm #75daysofllm
5
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Day 47: Model Compression for Deployment
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Day 47: Model Compression for Deployment

#llm #75daysofllm
11
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Day 46: Adversarial Attacks on LLMs
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Day 46: Adversarial Attacks on LLMs

#llm #75daysofllm #hacking
5
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2 min read
Day 45: Interpretability Techniques for LLMs
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Day 45: Interpretability Techniques for LLMs

#llm #75daysofllm
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Day 44: Probing Tasks for LLMs
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Day 44: Probing Tasks for LLMs

#llm #75daysofllm
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Day 43: Evaluation Metrics for LLMs
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Day 43: Evaluation Metrics for LLMs

#llm #75daysofllm
2
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3 min read
Day 42: Continual Learning in LLMs
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Day 42: Continual Learning in LLMs

#llm #75daysofllm
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Day 41: Multilingual LLMs
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Day 41: Multilingual LLMs

#llm #75daysofllm
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Day 40: Constrained Decoding with LLMs
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Day 40: Constrained Decoding with LLMs

#llm #75daysofllm
1
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Day 39: Summarization with LLMs
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Day 39: Summarization with LLMs

#llm #75daysofllm
2
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Day 38: Question Answering with LLMs
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Day 38: Question Answering with LLMs

#llm #75daysofllm
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Day 37: Named Entity Recognition (NER) with LLMs
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Day 37: Named Entity Recognition (NER) with LLMs

#llm #75daysofllm #nlp #ner
1
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3 min read
PostgreSQL Connection Pooling vs No Pooling: Benchmark Analysis
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PostgreSQL Connection Pooling vs No Pooling: Benchmark Analysis

#sql #postgres
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3 min read
Day 36: Text Classification with LLMs
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Day 36: Text Classification with LLMs

#llm #75daysofllm #nlp
1
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Day 35 - BERT: Bidirectional Encoder Representations from Transformers
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Day 35 - BERT: Bidirectional Encoder Representations from Transformers

#llm #75daysofllm #bert
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2 min read
Day 34 - XLNet: Generalized Autoregressive Pretraining for Language Understanding
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Day 34 - XLNet: Generalized Autoregressive Pretraining for Language Understanding

#llm #75daysofllm #xlnet
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Day 33 - ALBERT (A Lite BERT): Efficient Language Model
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Day 33 - ALBERT (A Lite BERT): Efficient Language Model

#llm #75daysofllm #nlp
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2 min read
Day 32 - Switch Transformers: Efficient Large-Scale Models
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Day 32 - Switch Transformers: Efficient Large-Scale Models

#llm #75daysofllm #nlp #gpt3
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2 min read
Day 31: Longformer - Efficient Attention Mechanism for Long Documents
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Day 31: Longformer - Efficient Attention Mechanism for Long Documents

#llm #75daysofllm #nlp #longformer
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3 min read
Day:30 Reformer: Efficient Transformer for Large Scale Models
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Day:30 Reformer: Efficient Transformer for Large Scale Models

#llm #75daysofllm #nlp
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3 min read
Day 29: Sparse Transformers: Efficient Scaling for Large Language Models
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Day 29: Sparse Transformers: Efficient Scaling for Large Language Models

#llm #75daysofllm #nlp
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3 min read
Day 28: Model Compression Techniques for Large Language Models (LLMs)
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Day 28: Model Compression Techniques for Large Language Models (LLMs)

#llm #75daysofllm #nlp
1
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Day 27: Regularization Techniques for Large Language Models (LLMs)
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Day 27: Regularization Techniques for Large Language Models (LLMs)

#llm #75daysofllm #nlp
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Day 26: Learning Rate Schedules
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Day 26: Learning Rate Schedules

#llm #75daysofllm #nlp
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Day: 25 Optimizer Algorithms for Large Language Models (LLMs)
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Day: 25 Optimizer Algorithms for Large Language Models (LLMs)

#75daysofllm #llm #nlp
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3 min read
Day 24: Gradient Accumulation
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Day 24: Gradient Accumulation

#llm #75daysofllm #nlp
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2 min read
Mixed Precision Training
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Mixed Precision Training

#nlp #75daysofllm #llm #ai
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3 min read
Day 22: Distributed Training in Large Language Models
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Day 22: Distributed Training in Large Language Models

#llm #75daysofllm #nlp
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3 min read
Ethical Considerations in LLM Development and Deployment
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Ethical Considerations in LLM Development and Deployment

#llm #75daysofllm #nlp
1
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Retrieval-Augmented Generation (RAG) in LLMs
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Retrieval-Augmented Generation (RAG) in LLMs

#llm #nlp #75daysofllm #ai
1
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Exploring ELECTRA - Efficient Pre-training for Transformers
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Exploring ELECTRA - Efficient Pre-training for Transformers

#llm #nlp #75daysofllm #ai
1
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4 min read
T5 (Text-to-Text Transfer Transformer)
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T5 (Text-to-Text Transfer Transformer)

#llm #nlp #75daysofllm #ai
1
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4 min read
Prompt Engineering
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Prompt Engineering

#llm #promptengineering #75daysofllm #ai
3
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Few-shot Learning: Teaching AI with Minimal Data
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Few-shot Learning: Teaching AI with Minimal Data

#llm #75daysofllm #ai #nlp
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5 min read
GPT-2 and GPT-3: The Evolution of Language Models
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GPT-2 and GPT-3: The Evolution of Language Models

#llm #ai #nlp #75daysofllm
1
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4 min read
Day 14 of GPT: Deep Dive into Generative Pre-trained Transformers
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Day 14 of GPT: Deep Dive into Generative Pre-trained Transformers

#ai #nlp #llm #75daysofllm
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3 min read
Fine-tuning BERT: Unlocking the Power of Pre-trained Language Models
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Fine-tuning BERT: Unlocking the Power of Pre-trained Language Models

#llm #ai #75daysofllm #nlp
1
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BERT: Revolutionizing Natural Language Processing
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BERT: Revolutionizing Natural Language Processing

#llm #ai #nlp #75daysofllm
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3 min read
Positional Encoding: Adding Sequence Awareness to Transformers
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Positional Encoding: Adding Sequence Awareness to Transformers

#nlp #ai #75daysofllm #llm
1
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4 min read
Transformer Architecture: Revolutionizing NLP
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Transformer Architecture: Revolutionizing NLP

#llm #nlp #75daysofllm #ai
2
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Understanding Self-Attention and Multi-Head Attention in Deep Learning
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Understanding Self-Attention and Multi-Head Attention in Deep Learning

#llm #nlp #ai #75daysofllm
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Understanding the Attention Mechanism in Natural Language Processing
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Understanding the Attention Mechanism in Natural Language Processing

#llm #75daysofllm #ai #nlp
1
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3 min read
Long Short-Term Memory (LSTM) Networks
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Long Short-Term Memory (LSTM) Networks

#llm #ai #75daysofllm #nlp
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4 min read
Understanding Recurrent Neural Networks (RNNs)
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Understanding Recurrent Neural Networks (RNNs)

#llm #ai #75daysofllm
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3 min read
Backpropagation and Optimization in Neural Networks
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Backpropagation and Optimization in Neural Networks

#llm #ai #nlp #75daysofllm
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3 min read
Understanding Neural Networks: A Detailed Exploration
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Understanding Neural Networks: A Detailed Exploration

#llm #ai #75daysofllm #nlp
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5 min read
Detailed Introduction to Word Embedding
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Detailed Introduction to Word Embedding

#llm #75daysofllm #ai
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4 min read
Text Preprocessing for NLP
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Text Preprocessing for NLP

#75daysofllm #llm #ai
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3 min read
Introduction to NLP
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Introduction to NLP

#llm #ai #75daysofllm
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Understanding TCP, UDP, SSE, and WebSockets in a Fun Way!
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Understanding TCP, UDP, SSE, and WebSockets in a Fun Way!

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