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Beyond Supervised Learning: Unlocking AI's Potential with Reinforcement Learning
Understand the fundamental shift RL offers, its core components, real-world applications, and the advanced challenges driving the future of intelligent…
Jul 14
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Narasimha Karthik J
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NeuraForge: AI Unleashed
Beyond Supervised Learning: Unlocking AI's Potential with Reinforcement Learning
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January 2025
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…
Jan 21
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Narasimha Karthik J
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NeuraForge: AI Unleashed
Implementing GPT-Style Attention: A Step-by-Step Guide with PyTorch
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The Ultimate Guide to Preparing Text Data for Language Modeling with PyTorch
Master tokenization, Byte Pair Encoding, Sampling windows, and Embeddings
Jan 6
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Narasimha Karthik J
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The Ultimate Guide to Preparing Text Data for Language Modeling with PyTorch
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December 2024
PyTorch in Practice: Essential Building Blocks for Modern Deep Learning
From Tensors to Neural Networks: Understanding Core Components
Dec 30, 2024
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Narasimha Karthik J
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PyTorch in Practice: Essential Building Blocks for Modern Deep Learning
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September 2024
Value-Based Policy Training in Reinforcement Learning
Insights in a Jiffy #5: How Agents Use State-Value and Action-Value Functions to Optimize Choices
Sep 30, 2024
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Narasimha Karthik J
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NeuraForge: AI Unleashed
Value-Based Policy Training in Reinforcement Learning
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Understanding Reinforcement Learning: Policy-Based and Value-Based Approaches
Insights in a Jiffy #4: How Agents Learn to Make Optimal Choices
Sep 2, 2024
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Narasimha Karthik J
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Understanding Reinforcement Learning: Policy-Based and Value-Based Approaches
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August 2024
Fast and Efficient finetuning of LLMs: QLoRA
#12 Advanced Generative AI: Efficient Finetuning of Quantised LLMs
Aug 19, 2024
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Narasimha Karthik J
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NeuraForge: AI Unleashed
Fast and Efficient finetuning of LLMs: QLoRA
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From Decisions to Rewards: Understanding the RL Decision Making Process
Insights in a Jiffy #3: How Rewards Drive Smart Decisions in Learning Agents
Aug 14, 2024
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Narasimha Karthik J
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NeuraForge: AI Unleashed
From Decisions to Rewards: Understanding the RL Decision Making Process
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Reinforcement Learning Essentials: A Quick Guide
Insights in a Jiffy #2: Understanding the fundamentals - Rewards, Observations, Actions and Tasks
Aug 12, 2024
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Narasimha Karthik J
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NeuraForge: AI Unleashed
Reinforcement Learning Essentials: A Quick Guide
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Learn, Act, Adapt: Unveiling Reinforcement Learning
Insights in a Jiffy #1: Teaching Machines to Make Smart Choices
Aug 5, 2024
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Narasimha Karthik J
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NeuraForge: AI Unleashed
Learn, Act, Adapt: Unveiling Reinforcement Learning
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April 2024
From Perplexity to ROUGE: Essential Metrics for Evaluating LLMs (Easy to Understand!)
#11 Advanced Generative AI: Understanding essential evaluation metrics.
Apr 8, 2024
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Narasimha Karthik J
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NeuraForge: AI Unleashed
From Perplexity to ROUGE: Essential Metrics for Evaluating LLMs (Easy to Understand!)
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March 2024
Can Less Be More? Exploring PEFT for LLMs
#10 Advanced Generative AI: Introduction to Parameter Efficient Fine tuning
Mar 27, 2024
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Narasimha Karthik J
1
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NeuraForge: AI Unleashed
Can Less Be More? Exploring PEFT for LLMs
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