Insights
An Instruction-following GPT-J Model Based on Instructions Generated by Bloom
10 min read
This article explores the challenges associated with accessing and utilizing large language models (LLMs) for natural language processing (NLP) applications,…
Bogdan Ivashchenko & Rinat Gareev
ML Engineer & Senior Solutions Architect at Provectus
Exploring Intelligent Search Solutions: A Comparative Analysis of Amazon Kendra Integration and Large Language Model Crawlers
11 min read
Amazon Kendra and LlamaIndex can help with knowledge integration but fall short in connecting diverse knowledge sources, to enable efficient…
Alexander Demchuk
Software Architect at Provectus
Navigating the Complexities of Multi-label NLP: A Deep Dive into Class Imbalance and Loss Function Approaches
1 min read
In the rapidly evolving field of AI/ML, Natural Language Processing (NLP) has emerged as a critical tool with applications in…
Oleksii Babych & Rinat Akhmetov
Machine Learning Engineer & ML Solution Architect, Provectus
Customer-Centric AI Transformation: Common Mistakes and Best Practices
7 min read
Enterprises of any size, level of maturity, industry or geographic location are constantly planning and executing new innovations: from executing…
Stepan Pushkarev
CTO and Co-Founder at Provectus
Provectus at AWS re:Invent 2022
6 min read
Provectus is proud to be a sponsor of AWS re:Invent 2022, one of the world’s largest technology conferences, that took…
Provectus
AI-first consultancy and solutions provider.
