Dr. Walid SoulaDemystifying Quantization Techniques for LLMsUnderstand how quantization optimizes large language models for efficient performance on less powerful hardware.·8 min read·15 hours ago----
Dr. Walid SoulaTop 25 Cloud GPU Providers in 2024Top 25 Cloud GPU providers in 2024 with top points to consider before renting GPUs.·4 min read·2 days ago----
Dr. Walid SoulainKinomoto.Mag AIStochastic ProcessesLearn about stochastic processes ; definition, examples and types.·5 min read·3 days ago----
Dr. Walid SoulainArtificial Intelligence in Plain EnglishHow to know the rank of a matrix ?Learn how to find matrix rank easily by transforming it to row echelon form and know it’s rank.·5 min read·4 days ago----
Dr. Walid SoulainKinomoto.Mag AIConvert Images to embeddings for RAGLearn how to convert images to embeddings for RAG systems using Nomic-ai’s open-source model. Practical guide with code examples!·3 min read·4 days ago----
Dr. Walid SoulainILLUMINATION’S MIRRORA Comprehensive Guide to Number SystemsDiscover the world of number systems! From natural to complex and more. Simplifying math concepts for everybody·5 min read·6 days ago--1--1
Dr. Walid SoulainKinomoto.Mag AILocal and Global AttentionLearn the differences between local and global attention in Transformers, focusing on their unique use cases and computational efficiency.·5 min read·Jun 4, 2024----
Dr. Walid SoulainKinomoto.Mag AIFine-tuning LLama 3 with UnslothIn this article I will show you how to fine-tune an LLM (Llama 3 from Meta) using Unsloth (including a way for custom dataset)·6 min read·Jun 4, 2024----
Dr. Walid SoulainKinomoto.Mag AISupervised Fine-Tuning Tips for your LLM projectsImprove your language model’s performance with these expert SFT tips from Philipp Schmidt.·5 min read·Jun 1, 2024----
Dr. Walid SoulainArtificial Intelligence in Plain EnglishTF-IDFOvercome BOW limitations with TF-IDF! Learn how Term Frequency and Inverse Document Frequency measure term importance in documents.·5 min read·Jun 1, 2024----
