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small language models
🤏
small language models
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Nikityyy/README.md

hi, i'm nikita berger

student at hak steyr. into ai and math. in austria.

i like solving problems with code, especially when math or ml is involved. started with small scripts, now building tools and models on the side.

about me

i code what i need and what i want. if something already exists but doesn't fit exactly how i like it, i'll just rebuild it myself – for free, and usually better suited to me. when not coding, i'm probably hiking or playing chess.

what i work with

i code with what the problem needs, not with whatever i feel like showing off.

  • python when it's ai, data, or quick prototyping (pytorch, pandas)
  • typescript/javascript for anything web-related (tailwind)
  • c++ if i want something performant or for a cool low-level project
  • c# when the project calls for it (mostly school or structured stuff)
  • node.js and flask for backend
  • flutter for mobile apps
  • git for everything

projects

working on small ai tools, math-related scripts, and mobile apps. check my repos or hugging face for models.

contact

email: bergernikita1807@gmail.com
github: nikityyy
x: @itsnikity
instagram: itsnikity
hugging face: nikity

open to chats about code, math, or projects.

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  1. lille lille Public

    A powerful 130-million-parameter model trained from scratch as part of a truly open-source stack, including a custom tokenizer, dataset, and optimizer.

    Python 70 4

  2. gpt-2-math gpt-2-math Public

    The GPT-2 model implemented from scratch in pure Maths using Python. No NumPy, no PyTorch.

    Python

  3. Kyoto-Corpus Kyoto-Corpus Public

    A high-quality, small-scale dataset for instruction tuning, created by curating and processing the best open-source conversational data. Used for Lille-130M-Instruct.

    Python 7

  4. Sophia-Triton Sophia-Triton Public

    Unofficial Triton-optimized implementation of Sophia-G, a scalable stochastic second-order optimizer, enhancing performance over the original.

    Python 2

  5. ai-crypto-fund ai-crypto-fund Public

    An AI Crypto Fund

    Python 5 1

  6. knowpedia knowpedia Public

    A more accurate and user-friendly alternative to Wikipedia.

    Python 5 2