How to choose the best model for coding: using SLM and local LLM
Hello, this is Yulia Rogozina, business process analyst at Sherpa Robotics. Today I have translated for you an article dedicated to the use of SLM and local LLM. Small…
Introduction to Large Language Models (LLM)
Applications and Benefits of LLM in IT
ACM RecSys — 2024: trends and reports from the largest conference on ML in recommender systems
Hello! My name is Peter Zaidel and I am a senior developer at Music. Together with other guys from Yandex, who develop recommender systems in various services, I visited…
Hallucinations in LLM and methods of combating them
One of the main problems with using large language models in business is that LLMs are prone to hallucinations. How can you trust your customers to a chatbot that can…
How to improve the understanding of numbers in language models?
Hello, this is Yulia Rogozina, a business analyst at Sherpa Robotics. Today I translated for you an article about the shortcomings of language models in terms of calculations,…
Generation of augmented extraction: from theory to implementation of LangChain
From the theory of the original academic paper to its implementation in Python with OpenAI, Weaviate, and LangChain
Psst, need AI? 5 useful tools for developers
Hello, tekkix! This is Misha Stepnov, head of the R&D Big Data center at MTS Digital. If you work with language models or dream of creating your own AI assistant, it…
Forget does not mean delete: SURE is a new quantum-resistant method of "forgetting" in LLM
Hello, this is Elena Kuznetsova, an automation specialist at Sherpa Robotics. Today I translated an article for you on a very important topic, it addresses the problem…
Hippo-RAG: Long-term memory for LLM inspired by neurobiology
Scientists are often inspired by our or animal biological structures: CNN, MLP, Backprop, and for many other studies, similarities can be found in the real world. Recently,…
Neural networks, scammers, and "mammoths": how artificial intelligence is changing cyber fraud
Remember how we were taught not to talk to strangers as children? In 2024, this wisdom has taken on a new meaning: now you can't even be sure that you are talking to…
Does Vision Llama understand impressionists?
Hello everyone, my name is Arseniy, I am a Data Scientist at Raft, and today I will tell you about Visual Language Models.
How I Automated Job Search Using LLM
In light of recent news about layoffs in the IT industry, the issue of job searching is becoming increasingly acute even for people who are currently employed. It has…
A little about Chain-of-Thoughts
Main problems of LLM:
How to evaluate an LLM model
In one of the previous blogs, I introduced the concept of testing large language models. However, testing large language models is a rather complex topic that requires…
The partnership between Microsoft and OpenAI is starting to crack
“The best bromance” in the tech world has faced a harsh reality: OpenAI tried to change the terms of the deal with Microsoft, while the software giant sought ways to…
Evaluation of LLM: metrics, frameworks, and best practices
Jensen Huang in his speech at the "Data+AI" summit said: "Generative AI is everywhere, in every industry. If there is no generative AI in your industry yet, then you…
LLaMator: Red Teaming framework for testing LLM vulnerabilities
Hello, tekkix! In this material, we, the LLaMasters team — 1st year master's students of ITMO AI Talent Hub, present the LLaMator framework, which won the AI Product…
IQ distribution: how a programmer can survive in a world designed for fools?
You have probably often caught yourself thinking that many things in our world are arranged as illogically as possible, and, ideally, should have been arranged completely…
Using ChatGPT for automating code generation in a JS project
In my previous articles on developing Telegram bots, I shared my experience of creating basic functionality and working with commands through arguments. While preparing…
