Jeremy ArancioinTowards Data ScienceParse Your Invoices with LayoutLM and Label StudioFine-tune LayoutLM on your invoices with the Transformers library, Label Studio, and AWS S3.·34 min read·Apr 16, 2024--5--5
Jeremy ArancioinTowards Data ScienceScale your Machine Learning Projects with SOLID principlesHow to write code that scales and accelerates your work as a data scientist or machine learning engineer.·13 min read·Mar 12, 2024--8--8
Jeremy ArancioinTowards Data ScienceBuild Machine Learning Pipelines with Airflow and Mlflow: Reservation Cancellation ForecastingLearn how to create reproducible and ready-for-production Machine Learning pipelines through a Senior Machine Learning assignment·21 min read·Jan 12, 2024--2--2
Jeremy ArancioinTowards Data ScienceBuilding a Matching Tool to Help Start-Up Founders Find the Best Incubators: an End-to-End…A project walkthrough to propose the best incubators for start-up founders, using Python, Pinecone, FastAPI, Pydantic, and Docker·15 min read·Nov 26, 2023----
Jeremy ArancioinTowards AIWhy are AI Products Doomed to Fail?After one year of implementing AI features for various businesses, I share my perspective on the mistakes I see companies making with LLMs…·17 min read·Nov 17, 2023--40--40
Jeremy ArancioTrack your data with Data Version Control (DVC)A data tracking tool that works along Git to make your Machine Learning projects reproducible.·7 min read·Aug 27, 2023----
Jeremy ArancioFine-tune your LLM with AWS Sagemaker: build the best D&D assistant with generative AIA walkthrough on how to leverage Sagemaker to perform supervised fine-tuning on large language models.·14 min read·Aug 20, 2023--1--1
Jeremy ArancioinTowards AIFit Your LLM on a single GPU with Gradient Checkpointing, LoRA, and Quantization: a deep diveWhoever has ever tried to fine-tune a Large Language Model knows how hard it is to handle the GPU memory.·14 min read·Aug 3, 2023--1--1
Jeremy ArancioDeploy your LLM with Inference Endpoints from Hugging FaceLeverage Inference Endpoints from Hugging Face to deploy your LLM easily for production.·8 min read·Jun 5, 2023----
Jeremy ArancioFine-tune an LLM on your personal data: create a “The Lord of the Rings” storyteller.You can now fine-tune an LLM on your own private data, and keep control over your personal information without depending on OpenAI GPT-4.·12 min read·May 23, 2023--5--5