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# **`ChatGPT QKOV Attributions`**
> ### [**`Glyphs - The Emojis of Transformer Cognition`**](https://github.com/davidkimai/glyphs)
## Live QK/OV interpretability attributions from ChatGPT.
## Welcome to Symbolic Interpretability!
[](https://polyformproject.org/licenses/noncommercial/1.0.0/)
[](https://creativecommons.org/licenses/by-nc-nd/4.0/deed.en)
### Live QK/OV attributions SVGs from ChatGPT.
<img width="880" alt="image" src="https://github.com/user-attachments/assets/0ccfe05c-3915-4c57-84a4-694880592b86" />
<img width="883" alt="image" src="https://github.com/user-attachments/assets/f9508e73-315b-4f41-9496-564d89c19895" />
<img width="887" alt="image" src="https://github.com/user-attachments/assets/9b403444-ee9e-4deb-a175-d3eaea11fc1d" />
<img width="882" alt="image" src="https://github.com/user-attachments/assets/7aea75fc-d2b9-441f-a3f9-97979516de0c" />
<img width="888" alt="image" src="https://github.com/user-attachments/assets/9f49b497-7509-49d3-b2f8-18c07976d06a" />
<img width="880" alt="image" src="https://github.com/user-attachments/assets/9de56854-cff5-49e4-b75a-b411f7566fd0" />
<img width="869" alt="image" src="https://github.com/user-attachments/assets/1e85b910-b33d-4785-8b6d-a83086483ceb" />
<img width="879" alt="image" src="https://github.com/user-attachments/assets/64ebfecd-c024-4d1d-bff1-57ec87242308" />
<img width="880" alt="image" src="https://github.com/user-attachments/assets/b2853020-b220-471c-a828-a7b97128f613" />
<img width="878" alt="image" src="https://github.com/user-attachments/assets/e3911917-590e-4f6a-99c2-d685414e2c63" />
<img width="883" alt="image" src="https://github.com/user-attachments/assets/626edebd-ebd7-4d76-8a30-a37b786a2429" />
<img width="882" alt="image" src="https://github.com/user-attachments/assets/a399c21f-7b8b-4e44-8c41-d28192439b90" />
<img width="875" alt="image" src="https://github.com/user-attachments/assets/92b3f1d7-3af5-4f8e-8a25-e1116679e322" />
<img width="882" alt="image" src="https://github.com/user-attachments/assets/a7645d56-64fa-4a72-8609-1d87af11e847" />
<img width="879" alt="image" src="https://github.com/user-attachments/assets/ac369ac0-8ee1-44f8-aa82-f3cf3b863807" />
<img width="881" alt="image" src="https://github.com/user-attachments/assets/c954b83a-129c-465a-987c-26054e12ca11" />
<img width="881" alt="image" src="https://github.com/user-attachments/assets/8e17e2e7-addd-4baa-9e0d-f1d2eba0c87e" />
<img width="803" alt="image" src="https://github.com/user-attachments/assets/8c80107d-0f67-4c14-a1d5-078a9d8cca49" />
<img width="848" alt="image" src="https://github.com/user-attachments/assets/7410073a-2a4b-4d92-8757-da55b43a56b7" />
<img width="850" alt="image" src="https://github.com/user-attachments/assets/4dfbbda1-83c9-4ddd-91c5-22d966298a86" />
<img width="882" alt="image" src="https://github.com/user-attachments/assets/beab8c11-25a9-4705-8b69-dd811f470cd0" />
<img width="883" alt="image" src="https://github.com/user-attachments/assets/fd1e3969-474e-4422-a83c-e149f95bb42f" />
<img width="881" alt="image" src="https://github.com/user-attachments/assets/811b533d-4ec6-4462-8d8e-154c37bbc9e4" />
<img width="881" alt="image" src="https://github.com/user-attachments/assets/b591cbcd-411b-490f-b08f-41cf27d81fe0" />
<img width="883" alt="image" src="https://github.com/user-attachments/assets/854afbef-2d1c-4bb5-9886-5b8664f3b293" />
<img width="848" alt="image" src="https://github.com/user-attachments/assets/a6881a5d-c2d8-42e5-a18e-0d8d0307a547" />
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