refine AI inference series (Parts 1-4) and add Part 5 (TensorRT-LLM)#5708
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drajpure merged 1 commit intoAzure:masterfrom Apr 10, 2026
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refine AI inference series (Parts 1-4) and add Part 5 (TensorRT-LLM)#5708drajpure merged 1 commit intoAzure:masterfrom
drajpure merged 1 commit intoAzure:masterfrom
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Pull request overview
Updates the “AI inference on AKS enabled by Azure Arc” blog series for clarity/consistency across Parts 1–4 and adds Part 5 covering Triton + TensorRT‑LLM as an infrastructure-centric generative inference pipeline.
Changes:
- Adds Part 5 tutorial for serving a Qwen-based LLM via Triton with the TensorRT‑LLM backend.
- Refactors Parts 1–4 to streamline prerequisites, tighten wording, and expand inline YAML commentary.
- Updates the series outline (Part 2) to mark Part 5 as available and link to it.
Reviewed changes
Copilot reviewed 5 out of 10 changed files in this pull request and generated 10 comments.
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| File | Description |
|---|---|
| website/blog/2026-04-09-ai-inference-on-aks-arc-part-5/index.md | New Part 5 post with Triton + TensorRT‑LLM provisioning/build steps, deployment YAML, and validation walkthrough. |
| website/blog/2026-04-07-ai-inference-on-aks-arc-part-4/index.md | Improves Triton (ONNX) tutorial formatting and adds explanatory comments to YAML snippets. |
| website/blog/2026-04-07-ai-inference-on-aks-arc-part-3/index.md | Streamlines generative inference tutorial text for Ollama and vLLM sections. |
| website/blog/2026-04-07-ai-inference-on-aks-arc-part-2/index.md | Condenses scope/expectations and updates the series outline to include Part 5 as available. |
| website/blog/2026-04-07-ai-inference-on-aks-arc-part-1/index.md | Rewrites intro framing and adds references to Microsoft AI stack resources. |
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sabbour
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Apr 10, 2026
rahulrai-in
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rahulrai-in
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rahulrai-in
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@drajpure feel free to resolve the comments if they add value. Great write up.
LGTM.
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Updated the blogs Part 1 - 4 for better flow and consistency. Added Part 5.