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pico-decoder-medium

**pico-decoder-medium** is a 181M parameter model in the `pico-decoder` suite, balancing scale and analyzability. Built with `pico-train` and instrumented with `pico-analyze`, it enables detailed studies of layer-wise learning behavior during language model pretraining. This model supports fine-grained analysis using pico-analyze. This tool enables researchers to understand how learning unfolds over training, even at very small scales. ```bibtex @software{pico2025, author = {Diehl Martinez, Richard}, title = {Pico: A Lightweight Framework for Studying Language Model Learning Dynamics}, year = {2025}, url = {https://github.com/pico-lm} }

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**pico-decoder-medium** is a 181M parameter model in the `pico-decoder` suite, balancing scale and analyzability. Built with `pico-train` and instrumented with `pico-analyze`, it enables detailed studies of layer-wise learning behavior during language model pretraining. This model supports fine-grained analysis using pico-analyze. This tool enables researchers to understand how learning unfolds over training, even at very small scales. ```bibtex @software{pico2025, author = {Diehl Martinez, Richard}, title = {Pico: A Lightweight Framework for Studying Language Model Learning Dynamics}, year = {2025}, url = {https://github.com/pico-lm} }

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