Sitemap - 2024 - Shchegrikovich LLM
How do you choose an AI Agent as a business user?
Three ways to evaluate AI Agents
In search of the meaning of everything or best-in-class embedding models right now
Chasing OpenAI's o1 one month later
Two methods and Prolog to increase trust of LLM solutions
Reducing hallucinations in LLMs using probabilities
Use computers like it's 1972, but this time with LLMs
Your AI Agent needs a new brain - Large Action Model
Use Prolog to improve LLM's reasoning
Time to replace Large Language Models or why o1 is a big deal
Autonomous AI agents with self-improvement capabilities
Language Models and software developers
Where is RAG architecture going?
How to build a search assistant?
How do Large Language Models stop unsafe content?
Why it's hard to train a model like Llama 3 405B?
Is it possible to detect Gen AI text?
On the way to solve the hardest problem with LLMs - Medical AI
The Best Planning Practices for AI Agents
How to do a data analysis with LLM?
How to write a perfect prompt?
All attentions in one place is all you need
How do LLMs help in research and innovation?
Low-level optimisations in Attention or why some LLM apps work faster than others
How to choose embeddings model for your LLM app?
What do all these layers do in LLM?
Measuring RAG systems in LLM applications
Three options for information extraction with LLMs
LLM - from the next token prediction to meaningful answers
Mamba as an alternative architecture to LLM Transformers
Generating high quality content with LLMs
How do you create your own LLM and win The Open LLM Leaderboard with one Yaml file?
The GenAI world can be tricky to understand. Numbers add a new perspective.
LLMs in highly specialized domains
Reducing cost of software development with Code LLMs
Mixture of Experts. The magic behind Mixtral models
RNN vs Transformers or how scalability made possible Generative AI?
What is actually sent to the LLM?
Why does Microsoft use DSL to build copilot, and how can you do the same in your GenAI app?