Fix incorrect internal links and Helm parameters in README files

[Copilot]

Validated all internal markdown links and Helm parameters across the repository. Found and corrected mismatches between documented Helm commands and actual chart values.yaml files.

Fixed Internal Links

• storage_references/aks/shared_storage/README.md: Corrected relative path to FIO documentation (../../ → ../../../)

Fixed Helm Parameters

Storage Charts

• AMLFS: storage.pvc.name → storage.pvcName
• Blob: pvc.name → storage.pvcName
• Applied across: examples/llm-foundry/aks/, examples/megatron-lm/GPT3-175B/aks/, storage_references/aks/shared_storage/

Megatron-LM (examples/megatron-lm/GPT3-175B/aks/README.md)

• AMLFS: amlfs.skuName → storage.amlfs.skuName, amlfs.storageCapacityTiB → storage.size
• Chart paths: ../../../ → ../../../../ (corrected directory traversal depth)
• Model config: model.custom.numLayers → model.numLayers (removed incorrect nesting)

Utilities

• Torset labeler: nodepool.selector → nodepool.selectorLabel

Example correction:

# Before (incorrect)
helm install shared-storage ../../../storage_references/aks/shared_storage/helm/amlfs-shared-storage \
  --set amlfs.skuName="AMLFS-Durable-Premium-125" \
  --set pvc.name="shared-storage-pvc"

# After (correct)  
helm install shared-storage ../../../../storage_references/aks/shared_storage/helm/amlfs-shared-storage \
  --set storage.amlfs.skuName="AMLFS-Durable-Premium-125" \
  --set storage.pvcName="shared-storage-pvc"

Validated: 26 markdown files, 28 Helm commands, 87 parameters

Original prompt

can you check all the internal links in the markdown readme files are correct? Also, make sure any helm parameters that are used in examples in the readme files are actually correct

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