Show HN: Ecco – See what your NLP language model is “thinking”

• muppetshow

  1 - -

I can not thank you enough for your “The Illustrated Transformer” [1] that I have directed two cohorts of MSc students to – it is a true gem of an article. A few years ago my group made an interface to visualise contextual word representations [2] that looked like a primordial soup ancestor to your most recent article (no screenshots though, sadly). I hope putting these together brings you as much joy as it does to your fans in academia and education like myself reading it. Despite Chris Ohla’s effort with Distill, I still think we lack a good way to give the amount of credit efforts like yours deserve.

[1]: https://jalammar.github.io/illustrated-transformer

[2]: https://github.com/uclnlp/muppetshow

• ecco

  6 1,905 3.6 Jupyter Notebook

  Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

https://github.com/jalammar/ecco/blob/1e957a4c1c9bd49c203993...

• InfluxDB

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