ecco
TabularSemanticParsing
| ecco | TabularSemanticParsing | |
|---|---|---|
| 6 | 1 | |
| 1,905 | 214 | |
| - | 0.5% | |
| 3.6 | 0.0 | |
| 3 months ago | 11 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| BSD 3-clause "New" or "Revised" License | BSD 3-clause "New" or "Revised" License |
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ecco
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[D] Visualizing attention
I ran into this a few days ago, might be useful https://github.com/jalammar/ecco
- Show HN: Language model analysis and visualization toolkit
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[P] Ecco - Language model analysis and visualization toolkit
GitHub: https://github.com/jalammar/ecco Paper: https://aclanthology.org/2021.acl-demo.30/
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Finding the Words to Say: Hidden State Visualizations for Language Models
Hello HN, author here. Language models are absolutely fascinating tools. I believe it would pay for software engineers to have a sense of their capabilities and how they function. The article showcases a few views to expose the inner workings of the model, but also simple UI for interacting with a language model to get a sense for how they work and generate words.
If you prefer video, I have also recently released a video [1] with PyData to provide an intro to language models and their applications and how we're trying to make Transformer-based ones more transparent with Ecco[2].
[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.
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Show HN: Ecco – See what your NLP language model is “thinking”
https://github.com/jalammar/ecco/blob/1e957a4c1c9bd49c203993...
TabularSemanticParsing
What are some alternatives?
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VisionTransformer-Pytorch
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