AI

[ad_1] As Media Lab students in 2010, Karthik Dinakar SM ’12, PhD ’17 and Birago Jones SM ’12 teamed up for a class project to build a tool that would…

[ad_1] Choosing the model that works best for your dataWe’ll use the EU AI act as the data corpus for our embedding model comparison. Image by Dall-E 3.OpenAI recently released…

[ad_1] An end-to-end implementation of a Pytorch Transformer, in which we will cover key concepts such as self-attention, encoders, decoders, and much more.Photo by Susan Holt Simpson on UnsplashWhen I…

[ad_1] Some of the struggles I face frequently as a data scientistPhoto by ThisIsEngineering from Pexels: https://www.pexels.com/photo/female-software-engineer-coding-on-computer-3861972/Ostensibly, it may seem that being a data scientist is all sunshine and rainbows…

[ad_1] Discover how FinalMLP transforms online recommendations: unlocking personalized experiences with cutting-edge AI researchThis post was co-authored with Rafael Guedes.The world has been evolving towards a digital era where everyone…

[ad_1] Let’s begin with setting out what fine-tuning should do from a high level. Once you have a pre-trained a model to have strong generative capacities, you typically want to…

[ad_1] As a bonus, get the code to apply feature extraction anywhereImage created by DALL·E 3 based on the prompt “Draw a pack of futuristic grey wolves at night by…

[ad_1] Featurizing time series data into a standard tabular format for classical ML models and improving accuracy using AutoMLSource: Ahasanara AkterThis article delves into enhancing the process of forecasting daily…

[ad_1] Whether you’re applying to your first internship to running a multidisciplinary team of analysts and engineers, data science careers come with their own specific set of challenges. Some of…

[ad_1] ImportsWe import modules from Hugging Face’s transforms, peft, and datasets libraries.from transformers import AutoModelForCausalLM, AutoTokenizer, pipelinefrom peft import prepare_model_for_kbit_trainingfrom peft import LoraConfig, get_peft_modelfrom datasets import load_datasetimport transformersAdditionally, we need…