docs: update support matrix for Dynamo 0.7.0

[dagil-nvidia]

Update Support Matrix Documentation

Summary

Comprehensive update to the Dynamo support matrix to reflect ARM64 platform support, updated backend versions, new CUDA compatibility information, and newly available distribution packages for v0.7.0.

Changes

Platform Support

• ARM64: Upgraded from "Experimental" to "Supported" status
• Ubuntu 24.04 ARM64: Upgraded from "Experimental" to "Supported"
• Removed experimental ARM64 warning callout (previously in Hardware Compatibility section)
• Removed note about ARM64 Linux support being experimental (previously in Platform Architecture Compatibility section)

Backend Versions (Build Dependencies)

• TensorRT-LLM: Updated from 1.1.0rc5 to 12.0rc2
• vLLM: Updated from 0.10.1.1 to 0.11.0
• SGLang: Updated from 0.5.3rc0 to 0.5.3.post4
• NIXL: Remains at 0.7.1 (reordered in table)

New: CUDA Support by Framework Section

Added new table documenting CUDA version support for each framework:

• SGLang: CUDA 12.8
• TensorRT-LLM: CUDA 13.0
• vLLM: CUDA 12.8

Build Support Section Updates

Wheels

• Expanded description to include PyPI links for all distributed packages
• Added kvbm (new in v0.7.0) as standalone package
• Links to PyPI for:
  • ai-dynamo
  • ai-dynamo-runtime
  • kvbm

Container Images

• Dynamo Runtime Images: Updated from "AMD64 only" to "multi-arch (x86 & ARM64 compatible)"
• Dynamo Kubernetes Operator Images: Updated from "AMD64 only" to "multi-arch (x86 & ARM64 compatible)"
• Dynamo Frontend Images:
  • NEW section added
  • Marked as "New as of Dynamo v0.7.0"
  • Multi-arch support (x86 & ARM64)
  • Link to dynamo-frontend

Helm Charts

• Reformatted as bullet list for consistency
• Links to all three charts maintained

NEW: Rust Crates Section

Added new section documenting published Rust crates:

• dynamo-runtime
• dynamo-async-openai
• dynamo-parsers
• dynamo-llm

Testing

• Documentation builds without errors
• All PyPI links are valid and accessible
• All NGC container links are valid and accessible
• All crates.io links are valid and accessible
• Table formatting renders correctly
• CUDA version information is accurate

Related Issues

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Signed-off-by: dagil-nvidia [email protected]

Summary by CodeRabbit

Documentation

• ARM64 support upgraded from experimental to officially supported status
• Added CUDA compatibility matrix detailing Dynamo version mappings across supported frameworks
• Expanded build and deployment options with multi-architecture container images and Rust crates
• Updated hardware compatibility information and removed experimental status warnings

_{✏️ Tip: You can customize this high-level summary in your review settings.}

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[coderabbitai]

Walkthrough

Documentation updates to the support matrix covering ARM64 promotion from experimental to supported status, addition of CUDA framework version mappings, and expansion of multi-architecture build and deployment artifacts including new frontend images and Rust crates distributions.

Changes

Cohort / File(s)

Summary

Support Matrix Documentation docs/reference/support-matrix.md

Updated Hardware Compatibility section with ARM64 promoted to Supported status; removed experimental warnings. Added new CUDA Support by Framework table with Dynamo version mappings for SGLang, TensorRT-LLM, and vLLM. Expanded Build Support sections with multi-architecture wheels, container images, and Rust crates listings. Replaced AMD64-only runtime containers with multi-arch distributions and added standalone Dynamo Frontend Images.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~12 minutes

• Verify accuracy of version mappings and framework support table entries
• Confirm ARM64 status change is consistent across all referenced sections
• Validate multi-architecture image and package naming conventions

Poem

🐰 ARM64 hops from dream to real,
Multi-arch wonders help us feel,
New tables bloom, new crates align,
Frontend images bright and fine,
Docs refresh with vibrant gleam! ✨

Pre-merge checks

✅ Passed checks (3 passed)

Check name	Status	Explanation
Description check	✅ Passed	The PR description comprehensively covers all required template sections with detailed information about changes, platform support updates, backend versions, new CUDA support table, and build support section updates with appropriate links and a testing checklist.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Title check	✅ Passed	The title accurately and concisely captures the primary change: updating the support matrix documentation for Dynamo 0.7.0, which aligns with the comprehensive updates detailed in the PR objectives.

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[dagil-nvidia]

/ok to test e75610d

[dagil-nvidia]

/ok to test 2401667

[dagil-nvidia]

/ok to test d1f23b7