Model
Artificial Intelligence
Group-by data augmentation for e-commerce datasets Motivation Data augmentation ingredients KeyGenerator Elements of model design Results Further evaluation and future work Conclusion
Introducing a latest training strategy for learning user preferences to multi-attribute offers based on a multi-task approachThe most important intuition is as follows: the group-by training forces a model to make sense of all...
Artificial Intelligence
Meet Alpaca: Stanford University’s Instruction-Following Language Model that Matches GPT-3.5 Performance Alpaca in Motion
The model is predicated on Meta AI’s LLaMA and stays significatively smaller than GPT-3.5.Despite the impressive capabilities of Alpaca, the model still exhibits among the classic limitations of instruction following models corresponding to toxicity,...
Artificial Intelligence
10 End-to-End Guided Data Science Projects to Construct Your Portfolio Table of Content: 1. Automatic Speech Recognition System 2. Constructing Production-Ready Enterprise-Level Image Classifier with AWS &...
Data science is one of the vital sought-after fields in today’s job market. With the ever-increasing amount of knowledge being generated each day, businesses are in need of expert data scientists who can extract...
Artificial Intelligence
Construct a Celebrity Twitter Chatbot with GPT-4 Make your personal SnoopStein 1. Create a GPT-4 model! 2. Create an ML model with personality 3. Connect your GPT-4 model...
That is what you might be constructing: A custom chatbot using MindsDB’s connectors to Twitter, OpenAI’s GPT-4 and custom prompts.A straightforward example is that this Twitter bot - @Snoop_Stein - who will reply with...
Artificial Intelligence
Meet Alpaca: Stanford University’s Instruction-Following Language Model that Matches GPT-3.5 Performance Alpaca in Motion
The model is predicated on Meta AI’s LLaMA and stays significatively smaller than GPT-3.5.Despite the impressive capabilities of Alpaca, the model still exhibits among the classic limitations of instruction following models akin to toxicity,...
Artificial Intelligence
Natural Language Fundamentals — Intro & Language Model Implementation of Sentiment Evaluation, Machine Translation and Named-Entity Recognition Language Modeling 1. Sentiment Evaluation 2. Machine Translation 3. Named-Entity Recognition...
Multilingual language modeling within the Natural Language spaceWe humans use words, sounds, gestures and symbols to convey complex concepts and abstracts to one another in numerous forms equivalent to speech, writing and signs. With...
Artificial Intelligence
Announcing PyCaret 3.0 — An open-source, low-code machine learning library in Python In this text: Introduction 📈 Stable Time Series Forecasting Module 💻 Object Oriented API 📊 More options...
Exploring the Latest Enhancements and Features of PyCaret 3.0# print pipeline stepsprint(exp1.pipeline.steps)print(exp2.pipeline.steps)PyCaret 2 can mechanically log experiments using MLflow . While it continues to be the default, there are more options for experiment logging...
Artificial Intelligence
10 End-to-End Guided Data Science Projects to Construct Your Portfolio Table of Content: 1. Automatic Speech Recognition System 2. Constructing Production-Ready Enterprise-Level Image Classifier with AWS &...
Data science is one of the crucial sought-after fields in today’s job market. With the ever-increasing amount of information being generated on daily basis, businesses are in need of expert data scientists who can...
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