Projects - Marcin Piotrowski

LLM-Scope — Visualizing What Happens Inside LLM

Published: 2026-09-04

LLM mechanistic interpretability PyTorch transformers attention visualization Python

A tool that shows token by token what happens inside Qwen3-0.6B while it reads a prompt and generates a response: MLP neuron activations, attention, a logit lens, and a full 'token journey' through every transformer layer.

LLM-Scope — Visualizing What Happens Inside LLM

UML Use Case and BPMN Business Process Consistency Verification Tool

Published: 2024-01-01

UML BPMN graph theory software engineering Python compliance testing

A tool that transforms UML and BPMN diagrams into graph structures and verifies their consistency using a custom graph-based algorithm.

UML Use Case and BPMN Business Process Consistency Verification Tool