made by me in blender. (i know it looks ai-generated since the cube has some weird artifacts, but that's because i rendered with 5 samples instead of 4096 — old laptop.)

hi, welcome

i like building small language models that can code, reason like claude (via distillation) and making it to play chess very well!

projects

hugging face models

model_id params ctx_window hardware access
model_id params ctx_window hardware access

technical capability stack

01. language python 3.10+
02. framework pytorch / cuda
03. distribution huggingface
04. processing hf datasets

fuel the research

computing power is the primary constraint. if my models aided your development, consider supporting the next training sequence.