Dmitrii Eliuseev

Running the Latest YOLO v10 Model on Different Hardware Dmitrii Eliuseev · Follow Published in Towards Data Science · 8 min read · 22 hours ago — YOLO Objects Detection, Image by author Computer vision can be an important part of ML apps of different scales, from $20,000 Tesla Bots or self-driving cars to smart doorbells and vacuum cleaners. It is also a challenging task because, compared to a cloud infrastructure, on “real” edge devices,

Running SD3 in Google Colab and on a Local PC Dmitrii Eliuseev · Follow Published in Towards Data Science · 8 min read · 3 hours ago — Image generated by author (SD3, paid Creator License) Stable Diffusion was considered one of the best open-source text-to-image models, and it was exciting to see that the newest “Stable Diffusion 3 Medium” model was released in June 2024 and is now available on HuggingFace. This model is

Making visualization with Python, NetworkX, and D3.JS Dmitrii Eliuseev · Follow Published in Towards Data Science · 9 min read · 2 hours ago — Davis’s Southern Club graph, Image by author Some data types, like social networks or knowledge graphs, can be “natively” represented in graph form. Visualization of this kind of data can be challenging, and there is no universal recipe for that. In this article, I will show several steps of graph

Finding patterns in the media landscape with Wikipedia, Python, and NetworkX Dmitrii Eliuseev · Follow Published in Towards Data Science · 13 min read · 20 hours ago — Graph visualization, Image by author Different opinions may exist about popular and contemporary culture; it is not only an important part of everyday life but also a billion-dollar business. Thousands of artists make new work in different genres — can we find interesting…

Integrating 7B and 13B Models with an IDE and Terminal Dmitrii Eliuseev · Follow Published in Towards Data Science · 13 min read · 1 hour ago — Image by AltumCode, Unsplash The AI coding-tools market is a billion-dollar industry. It is expected to reach $17.2 billion by 2030, and even today, AI plugins for VS Code or JetBrains IDE have millions of downloads. But can we run a local model as a free coding

Making a non-scientific benchmark with Python and Llama-CPP Dmitrii Eliuseev · Follow Published in Towards Data Science · 10 min read · 21 hours ago — Image by Solstice Hannan, Unsplash About a week before the time of writing this story, new open Llama-3 models were released by Meta. As claimed by Meta, these are “the best models existing today at the 8B and 70B parameter scales.” For example, according to a HuggingFace model page,

Getting statistical insights with Python, Pandas, and Plotly Dmitrii Eliuseev · Follow Published in Towards Data Science · 9 min read · 7 hours ago — London Underground, Image by author As readers may guess, this story had a trivial start: I forgot my bag on the bus. Five minutes later, I realized that the bag was missing, but the bus had already left. After coming home, I checked the bus company’s website for the…

Seamless Integration of Python, Pandas, and LLM Dmitrii Eliuseev · Follow Published in Towards Data Science · 12 min read · 9 hours ago — Pandas, Image by Stone Wang, Unsplash Nowadays, it is easy to use different large language models (LLMs) via the web interface or the public API. But can we seamlessly integrate LLM into the data analysis process and use the model directly from Python or Jupyter Notebook? Indeed, we can, and