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@varun-ml varun-ml commented Oct 8, 2025

adding architecture diagram for deepseek.py

Copilot AI review requested due to automatic review settings October 8, 2025 12:04
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Pull Request Overview

This PR adds a Mermaid diagram to visualize the DeepSeek model architecture, providing a visual representation of the model's components and data flow.

  • Adds a new Mermaid diagram file illustrating the DeepSeek model architecture with dense blocks, MoE blocks, and FFN internals
  • Updates the README to reference the architecture diagram image

Reviewed Changes

Copilot reviewed 2 out of 3 changed files in this pull request and generated 1 comment.

File Description
deepseek/images/deepseek_arch.mermaid New Mermaid diagram showing model architecture with dense/MoE blocks and data flow
deepseek/README.md Adds reference to the architecture diagram image in the documentation

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- PUNCT high in Expert 1 → punctuation + quotation boundaries → this expert probably activates for dialogue and sentence ends.

### Model Architecture diagram
![model_architecture](images/deepseek_arch.png)
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Copilot AI Oct 8, 2025

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The README references 'deepseek_arch.png' but the added file is 'deepseek_arch.mermaid'. Either the image reference should point to the correct file extension or a PNG version needs to be generated from the Mermaid diagram.

Suggested change
![model_architecture](images/deepseek_arch.png)
```mermaid
%% See deepseek_arch.mermaid for the source diagram
%% Paste the contents of deepseek_arch.mermaid below
[PASTE THE CONTENTS OF deepseek_arch.mermaid HERE]

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