Viewing profile — aka-rider

Not OP, but driving knowledge bases is the poster child use case for me https://github.com/aka-rider/llm-wiki I started with Karpathy's LLM wiki, and did everything he said not to …

What will be the price? GPUs costs are x3, memory and SSD x5. When OpenAI will be looking to sell and everyone knows it, the price would be x0,7 for depreciated used hardware or go…

The best metaphor I heard about LLMs so far - it's a search engine. The bigger the model the bigger the search space. Small models tend to have a "tunnel vision" or fall into "rabb…

There is no replacement for large models, indeed. And this is not the point I'm trying to make. There are numerous applications for self-hosted models. As a simplest example, when …

Model+harness combination means a lot. That's why all major labs are making their own. All models have quircks harnesses know about "you are reading the same file 3rd time you are …

On MacOS you have a seatbelt sandbox built-in. On Linux - docker with SELinux or similar utility over namespaces. You need to model attack vector first. `rm -rf` - restricted write…

I run Qwen3.6 on RTX4090, and it does amazing job for the most parts. For coding task, one needs to break the session among multiple calls I made https://github.com/aka-rider/orqes…