Tiya VajThe Pixelated Past: A Journey Through Image Processing EvolutionThe ability to manipulate and understand visual information has been a cornerstone of technological advancement. Let’s delve into the…2 min read·9 hours ago----
Tiya VajThe Fascinating Evolution of Speech Processing: From Vowels to ConversationsThe ability for machines to understand and manipulate spoken language has come a long way. Here’s a historical tour of the evolution of…2 min read·9 hours ago----
Tiya VajThe Evolution of Text Processing Algorithms: A Journey from Keywords to MeaningThe journey of computers understanding and manipulating text has been a fascinating one, marked by continuous advancements in algorithms…2 min read·10 hours ago----
Tiya VajThe Power and Peril of Large Language Models: Challenges and ConsiderationsLarge language models (LLMs) have emerged as powerful tools, revolutionizing tasks like machine translation, writing assistance, and code…2 min read·10 hours ago----
Tiya VajSupervised Fine-Tuning (SFT)Supervised fine tuning(SFT) is a technique used to improve the performance of large language models (LLMs) on specific tasks. Here’s a…2 min read·10 hours ago----
Tiya VajPrompt tuning vs In-context learningPrompt tuning and in-context learning are both techniques used to get better results from large language models (LLMs) like me. They both…2 min read·10 hours ago----
Tiya VajIs BERT large language model?BERT is indeed a type of large language model (LLM) . LLMs are essentially computer programs trained on massive amounts of text data to…2 min read·2 days ago----
Tiya VajRAG, Langchain and LLAMA2RAG (Retrieval-Augmented Generation) is a technique that allows Large Language Models (LLMs) to answer questions using external information…1 min read·2 days ago----
Tiya VajInteresting papersA multimodal approach to cross-lingual sentiment analysis with ensemble of transformer and LLM1 min read·5 days ago----
Tiya VajFeature discretizationFeature discretization is a process in machine learning and statistics where continuous variables are transformed into discrete variables…2 min read·May 2, 2024----