Ivan Mikhnenkov PRO

ivanmikhnenkov

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https://ivanmikhnenkov.com/

AI & ML interests

Computer Vision, Gen AI, LLMs, Reinforcement Learning

Recent Activity

reacted to anakin87's post with ❤️ 9 days ago

I made a 1.1M ModernBERT encoder play Doom in real time on a CPU Some time ago, VAGO Solutions released SauerkrautLM-Doom-MultiVec-1.3M, a tiny model trained to play Doom Defend the Center scenario from 31k human gameplay examples. My first thought: cool! I love both Doom and Small Language Models. Then another idea: I bet I can do better :-) What I did? - evaluated the original model and found it's better than reported - changed a bit the architecture - generated SFT data with a scripted oracle - SFT + PPO refinement on consumer hardware Got a smaller, faster and killer model Can even fit a floppy with int8 quantization 💾 Watch it play/read the article: https://huggingface.co/spaces/anakin87/tiny-doom-defender

new activity 9 days ago

ivanmikhnenkov/tinydit-256:SupraLabs join request

published an article 9 days ago

Trained 210M text-to-image model from scratch on one GPU: what actually mattered

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