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Muennighoff committed Aug 6, 2023
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Expand Up @@ -219,13 +219,15 @@ We did not end up using Megatron-LM fine-tuning for the model in the paper, but

## Visuals

Figures:
- Figure 1: Create the main plot in `visuals/plots.ipynb` or via [this colab](https://colab.research.google.com/drive/17OIf7rzAeetH9JchYT2RMyPUop1Z12JJ?usp=sharing) and then add it to the correct tab in `visuals/visuals.drawio` which can be opened with [drawio](https://app.diagrams.net/)
- Figure 2 (Upper): See `visuals/plots.ipynb` or [this colab](https://colab.research.google.com/drive/17OIf7rzAeetH9JchYT2RMyPUop1Z12JJ?usp=sharing)
- Figure 2 (Lower): See `visuals/distribution_tasks.py`
- Figure 3: See `visuals/visuals.drawio` which can be opened with [drawio](https://app.diagrams.net/)
- Figure 4: See `visuals/plots.ipynb` or [this colab](https://colab.research.google.com/drive/17OIf7rzAeetH9JchYT2RMyPUop1Z12JJ?usp=sharing)
- Other Figures: Manual

Tables:
- Table 4: See `visual/distribution_languages.py`
- Other Tables: Manual

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