Residuals

community

AI & ML interests

Instruction residuals (task vectors) allow to continue pretraining LLMs while benefitting from SOTA instruction-following capabilities. This organization contains Residuals adapters for various popular open-weight models.

omarkamali

posted an update 5 days ago

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1501

New year, new dataset 🚀

I just released omarkamali/wikipedia-labels, with all the structural labels and namespace from wikipedia in 300+ languages. A gift for the data preprocessors and cleaners among us.

Happy new year 2026 everyone! 🎆

omarkamali

posted an update 11 days ago

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262

Picomon v0.2.0 released! 💫

- Supports all of AMD, Nvidia and Apple Silicon 🧑‍🧑‍🧒‍🧒
- Beautiful TUI with themes (who said monitoring should be boring?) 💅
- Shareable Rig Cards! Boast to friends, family and foes alike 🫨

Get it now! uvx picomon or pip install picomon then picomon

3 replies

omarkamali

posted an update about 1 month ago

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3473

Hello picomon! AMD GPU Monitoring made easy

Just run uvx picomon and behold:

┌──────────────────────────────────────────┐  ┌──────────────────────────────────────────┐
│ GPU 0  GFX  42%  UMC  21%                │  │ GPU 1  GFX  78%  UMC  66%                │
│ PWR 135/250W (54%)  VRAM 10.0/16.0GB 62% │  │ PWR 210/250W (84%)  VRAM 14.5/16.0GB 90% │
│                                          │  │                                          │
│ GFX ▁▂▂▃▄▄▅▆▆▇█▇▆▅▄▃▂▁                   │  │ GFX ▂▃▄▅▆▇██▇▆▅▄▂▂▃▅▆                    │
│ PWR ▁▁▂▂▃▄▄▅▆▇██▇▆▅▄▂▁                   │  │ PWR ▂▂▃▄▅▆▇██▇▆▅▄▃▂▂▃                    │
│ VRM ▁▁▂▂▃▄▄▅▆▇███▇▆▅▄▂                   │  │ VRM ▂▃▄▅▆▆▇███▇▆▅▄▃▂▂                    │
└──────────────────────────────────────────┘  └──────────────────────────────────────────┘

Repo at https://github.com/omarkamali/picomon
Or pypi at https://pypi.org/project/picomon

omarkamali

posted an update about 1 month ago

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5220

Exciting updates to the Wikipedia Monthly dataset for November! 🚀

・ Fixed a bug to remove infobox leftovers and other wiki markers such as __TOC__
・ New python package https://pypi.org/project/wikisets: a dataset builder with efficient sampling so you can combine the languages you want seamlessly for any date (ideal for pretraining data but works for any purpose)
・ Moved the pipeline to a large server. Much higher costs but with better reliability and predictability (let me know if you'd like to sponsor this!).
・ Dataset sizes are unfortunately missing for this month due to shenanigans with the migration, but should be back in December's update.

Check out the dataset:
omarkamali/wikipedia-monthly