Rupak (Bob) Roy - IIUnderstanding Transformer Architecture: Revolutionizing Natural Language Processing Through…Transformers Unpacked: An In-Depth Guide to Encoder-Decoder Architecture, Positional Encoding, Multi-Head Attention, and Feed-Forward…6d ago6d ago
Rupak (Bob) Roy - IIIntroduction to the Various Types of Adapters in Large Language Models (LLMs)Explore LLM adapters to improve the efficiency of the LLMSOct 5Oct 5
Rupak (Bob) Roy - IIUnderstanding CONDENSE: A New Approach to Optimizing Large Language ModelsRevolutionizing Language Models Projects with CONDENSE approach for Enhanced Optimization for a Competitive EdgeAug 24Aug 24
Rupak (Bob) Roy - IIEvaluating RAG Models with ARES: A Scalable Approach to Automated Retrieval and Generation ScoringARES (Automated Retrieval-Enhanced Scoring) is an evaluation framework designed to assess the performance of Retrieval-Augmented Generation…Aug 19Aug 19
Rupak (Bob) Roy - IIEvaluating RAG Models with RAGAS: A New Benchmark for RAGTraditional metrics often fall short when it comes to assessing the nuanced abilities of these models, especially in specialized tasks…Aug 19Aug 19
Rupak (Bob) Roy - IIMastering RAG Fusion in Simple Steps: A Deep Dive into Retrieval-Augmented Generation”Revolutionize the way we approach natural language processing and information retrieval. We delve into the intricacies of RAG Fusion…Aug 18Aug 18
Rupak (Bob) Roy - IIComprehensive 10+ LLM Evaluation: From BLEU, ROUGE, and METEOR to Scenario-Based Metrics like…In this in-depth article, we explore the evaluation of over 10 leading Large Language Models (LLMs) using a range of metrics, including…Aug 15Aug 15
Rupak (Bob) Roy - IIA Simple Guide to the Most Powerful Pre-Built LLM Callback HandlersLearn About Callback Handlers Like StdOutCallbackHandler: Key Events, Common Use Cases, and How to Implement Callbacks in LLMs.Aug 14Aug 14
Rupak (Bob) Roy - IIThe Complete Guide to 10+ Different Types of Prompts for LanguageModelsEnd-to-End Hands-On Guide with Examples: Mastering Few-Shot, CoT, ReAct, and 10+ Prompting Techniques also we will understand Zero-Shot…Aug 14Aug 14
Rupak (Bob) Roy - IIHarness LLM Output-parsers for a Structured AiUnlock the Full Guide to Easy Setup of Output Parsers: From CommaSeparatedList to Pydantic, JSON and more.Aug 13Aug 13
