[Docs] Refine documentation and README.md

[mikepapadim]

• Introduced gpullama3-architecture.svg and gpullama3-architecture-light.svg diagrams.
• Improved README with a simplified model collection reference.
• Moved detailed GPU requirements and CLI options to RUN_DEBUG.md for clarity.

[mikepapadim]

/rerun

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[mikepapadim]

/rerun all

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[mikepapadim]

/rerun help

[github-actions[bot]]

🔄 Rerun Workflow Commands

Command	Description
/rerun	Rerun only failed/cancelled/timed-out workflows
/rerun all	Rerun all workflows for this PR
/rerun failed	Same as /rerun
/rerun <name>	Rerun workflows matching <name> (e.g. /rerun ci, /rerun build)
/rerun help	Show this help message

Note: Only completed workflows can be rerun. In-progress workflows are skipped.

[mikepapadim]

/rerun all

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🚀 Workflow rerun started

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[github-actions[bot]]

✅ Workflow rerun success

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[mikepapadim]

/rerun help

[github-actions[bot]]

🔄 Rerun Workflow Commands

Command	Description
/rerun	Rerun only failed/cancelled/timed-out workflows
/rerun all	Rerun all workflows for this PR
/rerun failed	Same as /rerun
/rerun <name>	Rerun workflows matching <name> (e.g. /rerun ci, /rerun build)
/rerun help	Show this help message

Note: Only completed workflows can be rerun. In-progress workflows are skipped.