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मॉडल

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A clean vertical technical workflow infographic on a light gray background, designed in a minimalist modern product-diagram style with rounded white cards, thin colored outlines, simple vector line icons, dark navy text, and navy connector arrows. The layout is a centered top-to-bottom flowchart with 7 numbered main steps, two parallel cache-group panels branching between step 4 and step 5, and a thick dark navy loop arrow on the far left running from bottom back to top. Crisp sans-serif typography, generous spacing, subtle pastel accents, flat design with no gradients or drop shadows.

- Step 1 (top center, blue outline, code/chat icon): Title "1. [chat completions request]", subtitle "conversation_id + cache_salt + new suffix messages".
- Step 2 (blue outline, document icon): Title "2. Frontend conversation ledger", subtitle "lease same id + track committed messages".
- Step 3 (cyan outline, database with magnifier icon): Title "3. Exact conversation cache lookup", subtitle "conversation_id -> committed turn state".
- Step 4 (purple outline, scheduler icon): Title "4. Scheduler cache attachment", subtitle "set num_computed_tokens + attach committed state".

Branching from Step 4 into two side-by-side rounded panels:
- Left panel (pale green container, title "Full-attention KV cache group"): Contains two stacked cards: "Committed block refs" (subtitle "share aligned full KV blocks") and "Tail COW copy" (subtitle "copy unaligned KV tail"). Footer text: "paged K/V tensors for transformer layers".
- Right panel (pale purple container, title "Mamba terminal-state cache group"): Contains two stacked cards: "Committed terminal state" (subtitle "exact state at committed length") and "Request-owned terminal copy" (subtitle "copy SSM + conv state"). Footer text: "align-mode terminal state placement".

Merging from both panels into:
- Step 5 (blue outline, microchip icon): Title "5. Hybrid model execution", subtitle "run only the uncached suffix", containing two pill tags: "Transformer layers" and "Mamba layers".
- Step 6 (blue outline, sparkle icon): Title "6. Decode assistant tokens", subtitle "stream response token by token".
- Step 7 (warm yellow-orange outline, database check icon): Title "7. Commit completed turn", subtitle "publish pending state or discard on failure".

Left side: thick dark navy loop arrow running from step 7 back up to step 1, annotated with "next request reuses committed conversation head".
Two dashed upward arrows from Step 7: a green dashed arrow pointing to the green cache panel labeled "publish new state", and a purple dashed arrow pointing to the purple cache panel labeled "publish new state".

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