PinnedA dead-simple image search engine for Bangla using CLIP (Contrastive Language–Image Pre-training)In this article, we will build a very simple image search engine for the Bangla language. The system will take a text query and from an…Jun 27, 2023Jun 27, 2023
PinnedCracking the GCP Certified Professional Machine Learning Engineer Exam in a WeekHey there! As someone who is a software engineer by profession and a machine learning (ML) engineer by passion, I’ve always been involved…Jan 11, 20241Jan 11, 20241
PinnedDeploying Llama 2 in Vertex AI from Model Garden: A Step-by-Step GuideIntroduction: Google’s Vertex AI, in collaboration with Model Garden, provides a convenient platform for deploying machine learning models…Oct 31, 2023Oct 31, 2023
PinnedExplaining Trees with FastTreeShap and What if tool (Part-2)Read part-1 here!Apr 2, 20231Apr 2, 20231
Direct Preference Optimization (DPO) Fine-TuningFine-tuning models with Direct Preference Optimization (DPO) has become an efficient approach for aligning large language models (LLMs)…Nov 30, 20241Nov 30, 20241
Mojo E3 — Linear Regression in Mojo: Benchmarking Against PythonMachine learning is all about speed and efficiency, especially when you’re working with massive datasets. Linear regression, though basic…Sep 22, 2024Sep 22, 2024
Mojo E1 — Background and History: Mojo Programming LanguageMojo is a programming language created by Modular Inc., a company founded by Chris Lattner (famous for creating Swift and LLVM) and Tim…Sep 5, 2024Sep 5, 2024
A Tutorial: Gemini Inference with Google Cloud FunctionsIn this article, we will explore how to deploy a Cloud Function in Google Cloud Platform (GCP) to run inference tasks using large language…Apr 21, 2024Apr 21, 2024
Explaining Trees with FastTreeShap and What if tool (Part-1)For many machine learning practitioners, the typical workflow looks like the following diagram.Mar 28, 2023Mar 28, 2023
