Viewing profile — krychu

Unfortunately reasoning ability depends on (or is enabled by) information intake during training. A model will know better what to search for and how to interpret it if the informa…

Self-plug. For anyone working in the terminal: https://github.com/krychu/lrn . A very simple cli tool, consuming basic txt format. You can use it in a second window while waiting f…

It’d be probably useful to include this very comment in your system prompt or a separate file which you ask the coding agent to read at the beginning of each session.

BDH

It’s great to read in the comments about experiences of others with vibe coding. But I also feel like lots of opinions are not coming from actual experience, or “serious” attempts …

Thanks, appreciated

I implemented HRM for educational purposes and got good results for path finding. But then I started to do ablation experiments and came to the same conclusions as the ARC-AGI team…

I implemented the Hierarchical Reasoning Model (HRM) in PyTorch and applied it to a simple pathfinding task. HRM is inspired by multi-timescale processing in the brain: a slower H …

Your code dictates the compiler's behavior. If you grant the compiler flexibility, it's unreasonable to complain about unexpected results.

> The problem with c is that you must have a comprehensive dictionary in your brain with tons of corner cases to know what is or is not undefined in any given compiler setting. The…

Self-plug. Here’s a fork of the original llama 2 code adapted to run on the CPU or MPS (M1/M2 GPU) if available: https://github.com/krychu/llama It runs with the original weights, …

Version that runs on the CPU: https://github.com/krychu/llama I get 1 word per ~1.5 secs on a Mac Book Pro M1.

Chain of thought: https://arxiv.org/abs/2201.11903 ReAct: https://arxiv.org/abs/2210.03629 Reflexion: https://arxiv.org/abs/2303.11366 Tree of thoughts: https://arxiv.org/abs/2305.…

Using an LLM framework at this moment doesn’t make sense and can be damaging, in my humble opinion. Ways to extract value from LLMs are in early exploration stage. Look at research…

Unfortunately not, “lrn” uses a very simple file format where each entry consists of three lines: question, answer, empty line. But I think it’d be a good idea to look into support…

I can relate to this. I had fond memory of SuperMemo on DOS and wrote a little terminal tool “lrn” inspired by it: https://github.com/krychu/lrn I acknowledge it’s simple, runs on …

Very impressive, and works well on mobile (iOS). Congrats and thanks for sharing.

From what I understand OpenAI has been moving away from “open” with various decisions over the time. Proposing that only selected folks can build AI seems like the antithesis of op…

I've been using GPT to have (insightful) educational conversations about Quake 1 source code: https://twitter.com/krychusamp/status/1649048047996014595 I always finish up by asking…

It’s relevant. It’s harder to accept and follow a leader that can’t aim and shoot.

Shameless plug for a little tool I wrote to learn by repetition on the command line: https://github.com/krychu/lrn I use it whenever I have a few minutes of downtime, no fancy stat…

Hello HN. One of the ways in which I wanted to improve my trading was to have an overview of how different groups within the market perform, and ultimately double down on the stron…