PinnedWiem SouaiinUBIAI NLPHow to Fine-Tune LLaVA on Your Custom Dataset?In this piece, we will delve into an exploration of the vast capabilities of the Large Language-and-Vision Assistant (LLaVA). Our main goal…Feb 168Feb 168
Wiem SouaiinUBIAI NLPHow to Annotate PDFs and Scanned Images for NLP Applications using UBIAI Text Annotation ToolAutomating the retrieval of information from various documents like receipts, contracts, and invoices is pivotal for enhancing business…Apr 8Apr 8
Wiem SouaiinUBIAI NLPMastering Named Entity Recognition with BERTIn the expansive realm of language comprehension, one critical task stands out — Named Entity Recognition (NER). This process involves…Apr 5Apr 5
Wiem SouaiinUBIAI NLPHow Vector Similarity Search FunctionsIn the contemporary era dominated by data, comprehending the intricacies of navigating and analyzing vast information landscapes is…Apr 5Apr 5
Wiem SouaiinUBIAI NLPA Comparison of Mixture of Experts and Mixture of Tokens for Language Model Efficiency EnhancementIn the dynamic realm of large language models, the pursuit of enhanced efficiency and potency takes center stage in innovation. The advent…Mar 29Mar 29
Wiem SouaiinUBIAI NLPRLHF versus RLAIF: Choosing the Best Approach to Fine-tune Your Large Language ModelIn the dynamic realm of artificial intelligence (AI), the refinement of large language models (LLMs) emerges as a pivotal area of interest…Mar 29Mar 29
Wiem SouaiAn Overview of Diffusion Models in Machine LearningMachine learning has undergone remarkable advancements, with models evolving to handle intricate tasks effectively. A burgeoning area of…Mar 221Mar 221
Wiem SouaiLLM reinforcement learning: What is Essential in 2024 ?In the swiftly evolving realm of artificial intelligence, Reinforcement Learning (RL) emerges as a cornerstone paradigm, providing a…Mar 221Mar 221
Wiem SouaiMistral AI Introduces Mixtral 8x7B: A Revolutionary AI ModelMistral AI is renowned for its commitment to innovation, providing developers with cutting-edge open models. In the rapidly evolving field…Mar 22Mar 22
Wiem SouaiinUBIAI NLPMasked Language Model: All you need to KnowJoin us on an exploration of the Masked Language Model (MLM) and its implementation using TensorFlow, Google’s open-source machine learning…Mar 19Mar 19