NeuraForge: AI Unleashed

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Generative AI with LLMs

Implementing GPT-Style Attention: A Step-by-Step Guide with PyTorch
Learn how to build and optimize attention mechanisms for transformer models, from basic self-attention to the multi-head attention architecture used in…
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Narasimha Karthik J
The Ultimate Guide to Preparing Text Data for Language Modeling with PyTorch
Master tokenization, Byte Pair Encoding, Sampling windows, and Embeddings
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Narasimha Karthik J
Fast and Efficient finetuning of LLMs: QLoRA
#12 Advanced Generative AI: Efficient Finetuning of Quantised LLMs
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Narasimha Karthik J
From Perplexity to ROUGE: Essential Metrics for Evaluating LLMs (Easy to Understand!)
#11 Advanced Generative AI: Understanding essential evaluation metrics.
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Narasimha Karthik J
Can Less Be More? Exploring PEFT for LLMs
#10 Advanced Generative AI: Introduction to Parameter Efficient Fine tuning
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Narasimha Karthik J
Decoding the Art: Understanding Text Generation with Transformers - II
#9 Advanced Generative AI: Exploring Text Generation Techniques with Transformers - Part II
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Narasimha Karthik J
Decoding the Art: Understanding Text Generation with Transformers - I
#8 Advanced Generative AI: Exploring Text Generation Techniques with Transformers - Part I
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Narasimha Karthik J
Unlock the Power of Generative AI: Mastering Personalized Model Development
#7 Generative AI with LLMs: Step-by-step guide to Fine-Tune GPT-2 with Custom Data Using Transformers
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Narasimha Karthik J
Demystifying LLM training: Investigating Fine-tuning techniques.
#6 Generative AI with LLMs: Advancing LLM Modelling with Task based Fine-tuning.
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Narasimha Karthik J
Diving into LLM Training: Your Guide to Effective Pre-training
#5 Generative AI with LLMs: Exploring LLM Modelling with Pre-training.
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Narasimha Karthik J
Prompt Engineering Demystified: Understanding LLM Inference
#4 Generative AI with LLMs: Understanding LLM Inference - I
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Narasimha Karthik J
Attention Is All You Need: Understanding the Transformer's Attention Mechanism
#3 Generative AI with LLMs: Understanding the Transformer Architecture - II
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Narasimha Karthik J
© 2025 Narasimha Karthik J
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