PinnedMostafa IbrahiminTowards AIState of the Art Models in Every Machine Learning Field 2021A collection of the best SOTA models in every ML field you can think of·6 min read·Apr 12, 2021--5--5
PinnedMostafa IbrahiminTowards Data ScienceDeepmind releases a new State-Of-The-Art Image Classification model — NFNetsNFNets are faster than EfficientNets and they don’t use normalization·6 min read·Feb 13, 2021--2--2
PinnedMostafa IbrahiminTowards Data ScienceUnsupervised Pathology Whole Slide Image Slides SegmentationA UCL project to solve the problem of tedious digital pathology labelling·12 min read·Dec 14, 2020--3--3
Mostafa IbrahiminCodeContentAn overview of semantic search, knowledge graphs & vector databasesCoupled with an overview of performing semantic search on your own private data·7 min read·3 days ago----
Mostafa IbrahiminCodeContentBuilding a knowledge base — Part 1: extracting data by web scrapingScraping Langchain’s documentation to use it as part of a Large Language Model knowledge base·6 min read·5 days ago----
Mostafa IbrahiminCodeContentLarge Language Model Operations Fundamentals — Part 2Evaluation, test coverage, and fine-tuning·6 min read·Apr 26, 2024----
Mostafa IbrahiminCodeContentLarge Language Model Operations Fundamentals — Part 1Open-source models, proprietary models, and model evaluation·7 min read·Apr 25, 2024----
Mostafa IbrahiminCodeContentQuestion Answering with LaminiAn in-depth tutorial building a question-answering model with Lamini AI·6 min read·Apr 25, 2024----
Mostafa IbrahiminAvkalan.aiTop 3 Mistakes Developers Make When Fine-Tuning LLMsExplore top mistakes in LLM fine-tuning, from data preparation to computational challenges, with examples insights, and solutions.6 min read·Jan 16, 2024--1--1