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16 followers · 50 following
  • Hyderabad, India

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zyberg2091/readme.md

Hey there

I am Shubham Kumar.

Machine Learning • NLP • Language Models

I build and explore machine learning systems with a focus on NLP and real-world applications.

🔗 Connect with me

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  1. small-lm-from-scratch small-lm-from-scratch Public

    A Small Pretrained Language Model built with research purpose

    Jupyter Notebook

  2. trm-halting-targets trm-halting-targets Public

    Three halting objectives in a Tiny Recursive Model reimplementation: 15 logged runs on 4-digit addition, with threshold and supervision-step sweeps.

    Jupyter Notebook

  3. gated-attention-dynamics gated-attention-dynamics Public

    Code, notebooks, and logs for "Gating and Normalization Interact in the Attention Block" — how normalization placement changes what an attention-output gate learns.

    Jupyter Notebook

  4. rlvr-claim-verifier rlvr-claim-verifier Public

    RLVR on Knights-and-Knaves logic puzzles: PPO + LoRA training of interleaved step-by-step reasoning, with verifiable rewards from checking each step's claims and sub-answer. Includes an LLM probe t…

    Jupyter Notebook

  5. BlogTagger BlogTagger Public

    This is a package that can extract important keywords from a page to create tags for any blogs, news etc. The link to the source repository of package is mentioned in the readme.

    Python

  6. Aapka-Apna-Hiphop Aapka-Apna-Hiphop Public

    Make your own rap verses with one click

    Jupyter Notebook 10 3