Hacker News: cobanov

New comment by cobanov in "Ollaya – Ollama for open-source, Jev-style decision models"

cobanov — Fri, 25 Sep 2026 19:07:41 +0000

Thanks!

New comment by cobanov in "Ollaya – Ollama for open-source, Jev-style decision models"

cobanov — Fri, 25 Sep 2026 19:07:24 +0000

Fair, and I'd be happy if they did. Ollaya uses the same API as Jev, so your code isn't tied to it either way

New comment by cobanov in "Ollaya – Ollama for open-source, Jev-style decision models"

cobanov — Fri, 25 Sep 2026 19:06:59 +0000

Depends on the model. The small ones I support today are well below Jev on harder queries, but fine for simple, well-defined questions. The open models that get close to Jev are bigger, and I'm adding support for those next.

New comment by cobanov in "Ollaya – Ollama for open-source, Jev-style decision models"

cobanov — Fri, 25 Sep 2026 19:06:32 +0000

The link rgbrgb posted is a good overview. The best open ones are close to Jev now, but they're big models. And I agree, if you have an eval set for a fixed task, a trained classifier is the better choice.

New comment by cobanov in "Ollaya – Ollama for open-source, Jev-style decision models"

cobanov — Fri, 25 Sep 2026 19:05:39 +0000

Fair point, that example is basically classification. I'll change it to something that looks more like a real decision.

New comment by cobanov in "Ollaya – Ollama for open-source, Jev-style decision models"

cobanov — Fri, 25 Sep 2026 19:05:14 +0000

Developer here. You're right, Laya is a lot weaker than Jev, especially on harder queries. It's a small model, so it's fast, but that's the trade-off. The open models that get close to Jev are much bigger, and running those is what I'm working on next.

KV Cache and Flash Attention with interactive diagrams

cobanov — Wed, 20 May 2026 19:08:55 +0000

Article URL: https://kvcache.cobanov.dev/

Comments URL: https://news.ycombinator.com/item?id=48212530

Points: 3

# Comments: 0

How AI agent memory works

cobanov — Wed, 06 May 2026 19:10:04 +0000

Article URL: https://memory.cobanov.dev/

Comments URL: https://news.ycombinator.com/item?id=48040311

Points: 3

# Comments: 0

From latent spaces to JWTs: how agents taught me backend

cobanov — Sat, 28 Mar 2026 19:31:11 +0000

Article URL: https://blog.cobanov.dev/blog/agents

Comments URL: https://news.ycombinator.com/item?id=47557518

Points: 2

# Comments: 0

How I Connected My Tesla to Claude

cobanov — Tue, 10 Jun 2025 16:25:42 +0000

Article URL: https://blog.cobanov.dev/blog/teslamcp

Comments URL: https://news.ycombinator.com/item?id=44238667

Points: 2

# Comments: 0

The Generative AI Revolution I Witnessed

cobanov — Mon, 09 Jun 2025 18:09:29 +0000

Article URL: https://blog.cobanov.dev/blog/genai_revolution

Comments URL: https://news.ycombinator.com/item?id=44227328

Points: 3

# Comments: 0

Piracy

cobanov — Tue, 01 Oct 2024 04:38:56 +0000

Article URL: https://blog.cobanov.cloud/blog/piracy

Comments URL: https://news.ycombinator.com/item?id=41704649

Points: 121

# Comments: 118

Show HN: Easy Webpage Summarizer – Quickly Summarize Webpages and YouTube Videos

cobanov — Wed, 01 May 2024 17:31:49 +0000

I'm excited to share a project. It's a Python script that utilizes the LangChain framework and the ChatOllama model to generate concise summaries from webpages and YouTube videos. For those preferring a graphical interface, it includes a Gradio app that runs in the browser to use the summarizer interactively. Easily containerize and deploy the summarizer with Docker.

The tool is perfect for anyone needing quick insights without reading through the entire content/ It's open for contributions, so if you're interested in improving or extending its functionalities, feel free to dive in!

Comments URL: https://news.ycombinator.com/item?id=40226459

Points: 11

# Comments: 0

New comment by cobanov in "Python toolkit for image clustering using PCA and K-means with support for GPU"

cobanov — Tue, 12 Mar 2024 16:49:02 +0000

Tasnif is a Python package designed for clustering images into user-defined classes based on their visual content. It utilizes deep learning to generate image embeddings, Principal Component Analysis (PCA) for dimensionality reduction, and K-means for clustering. Tasnif supports processing on both GPU and CPU, making it versatile for different computational environments.

Python toolkit for image clustering using PCA and K-means with support for GPU

cobanov — Tue, 12 Mar 2024 16:49:02 +0000

Article URL: https://github.com/cobanov/tasnif

Comments URL: https://news.ycombinator.com/item?id=39681726

Points: 1

# Comments: 1

New comment by cobanov in "The Endless Acid Banger: algorithmic self-composing acid techno music"

cobanov — Tue, 20 Apr 2021 07:53:43 +0000

it's sounds like discovery channel's how it's made show

New comment by cobanov in "The Endless Acid Banger: algorithmic self-composing acid techno music"

cobanov — Tue, 20 Apr 2021 07:52:59 +0000

it's sounds like discovery channel's how it works show

New comment by cobanov in "Free Python course for 5 days with certificate, starts today"

cobanov — Mon, 01 Feb 2021 12:47:08 +0000

If you are a beginner to Python, we will be giving a Python workshop for the next 5 days starting today. It is completely free and you will have access to free resources including quizzes and notebooks.

You will earn a certificate at the end of the course.

February 1, 2021- February 5, 2021

2.00pm - 4.00pm (GMT+1)

4.00pm - 6.00pm (GMT+3)

You can join in the link below:

https://globalaihub.com/event/introduction-to-python-program...

Free Python course for 5 days with certificate, starts today

cobanov — Mon, 01 Feb 2021 12:47:08 +0000

Article URL: https://globalaihub.com/event/introduction-to-python-programming-1-5-february/

Comments URL: https://news.ycombinator.com/item?id=25988140

Points: 3

# Comments: 1