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Large Language Models

We develop custom solutions based on large language models (LLMs), actively participate in related research and regularly publish technical content about various aspects of LLMs.

Large Language Models: An Overview

Introduction
Applications

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Large Language Models

Hallucinations in LLMs: Strategies for monitoring

Post fine-tuning LLMs with Direct Preference Optimization

LLM strategies part 1: Possibilities of implementing Large Language Models in your organization

Extend the knowledge of your Large Language Model with RAG

How ChatGPT is fine-tuned using Reinforcement Learning

OpenAI Codex: Why the revolution is still missing

GPT-3 and beyond - Part 1: The basic recipe

Enhancing Search with Question Answering

BERT for question answering (Part 1)

BERT for question answering (Part 2)

Extracting information from customer requests

Numeric Attribute Extraction from Product Descriptions

Semantic Search for Public Administration

Decision Process Automation with Large Language Models

Information extraction with BERT from free-form text

Automated answering of questions with neural networks: BERT

Semantic search and understanding of natural text with neural networks: BERT