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Fakeonomics/README.md

Yuri · Fakeonomics

Ternary neural nets · Local AI agents · Telegram bots

Telegram: @Fakeonomics

Focus

  • Ternary NN research — KAN/VSA/Transformer with {-1, 0, +1} weights for microcontrollers (TernML, TernaT, TernY, GOT)
  • Local AI — Telegram agent bot on own models, rich messages, no cloud
  • Tooling — VPN client (Rust), bots, automation

Featured

Project What
llm_tg_bot Local Telegram AI-agent: tools, rich tables, groups/guests/inline
TernaT-overview Multi-hop reasoning on ternary vectors, 16 KB
TernML-overview Ternary KAN/CNN/ViT framework, 1.58 bits/param
TernY-overview Pure ternary LM, frozen random projections
GOT-overview Gain-only ternary Transformer

Stack

Python · Rust · llama.cpp · Telegram Bot API · smolagents · Linux

Popular repositories Loading

  1. graphkan-overview graphkan-overview Public archive

    Kolmogorov-Arnold Networks with discrete ternary weights {-1,0,+1}.

    1

  2. vsa-reasoning-overview vsa-reasoning-overview Public archive

    Redirect to TernaT — Deprecated repo, see Fakeonomics/TernaT-overview

  3. TernaT TernaT Public

    TernaT: CPU Neural Reasoner - Learned Multi-Hop Reasoning with Ternary VSA

    Python

  4. TernML TernML Public

    TernML: ternary neural networks for reasoning and classification

    C

  5. llm_tg_bot llm_tg_bot Public

    A telegram bot with local AI agent

    Python

  6. Fakeonomics Fakeonomics Public