docs: update support matrix for Dynamo 0.7.0 (#4550)

[dagil-nvidia]

[Cherry-pick] docs: update support matrix for Dynamo 0.7.0

Cherry-pick of: #4550 (commit 25fd32a)
Target branch: release/0.7.0

Summary

Cherry-picking 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.

This documentation update is critical for the 0.7.0 release as it accurately reflects the capabilities and supported configurations of the release.

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

Why Cherry-pick to Release?

• Type: docs
• Reason: Critical documentation update reflecting accurate 0.7.0 capabilities including ARM64 support, correct backend versions, and new distribution packages
• Customer Impact: Ensures users have accurate information about supported configurations for 0.7.0 release
• Risk: Very low - documentation only change with no code modifications

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

• Original PR: docs: update support matrix for Dynamo 0.7.0 #4550

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

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[dagil-nvidia]

/ok to test 08c331c

[github-actions]

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• Target: release/0.7.0
• Updated: 11/25/25, 1:23 AM UTC

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