jalammar/ecco

View on GitHub ↗ ★ 2,107 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).

3 mentions on Hacker News by 2 people: 1 story, 2 comments · first 2021-01-08 · latest 2021-12-30

Mentions per year 3 mentions · busiest year 2021 (3)

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…are welcome! [1] https://www.youtube.com/watch?v=rHrItfNeuh0 [2] https://www.eccox.io/ and https://github.com/jalammar/ecco Thanks mods for merging submissions. Happy to get feedback , thoughts, or questions.
comment by jalammar · 2021-01-21 · in Finding the Words to Say: Hidden State Visualizations for Language Models
…UMAP would operate on that same matrix. That matrix is called 'merged_act' and is located here: https://github.com/jalammar/ecco/blob/1e957a4c1c9bd49c203993...
comment by jalammar · 2021-01-08 · in Show HN: Ecco – See what your NLP language model is “thinking”