feat: Instance Compatibility Framework — multi-instance profiles and documentation for all test cases#1015

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nkumaraws wants to merge 7 commits intomainfrom

feat/instance-compatibility-framework

Commits on Mar 10, 2026

docs: add Instance Compatibility Framework with per-test-case configuration tables
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feat: add parameterized instance profiles for veRL GRPO recipes
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docs: add model assumptions guidance to instance profile .env files
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feat: add instance profile system for FSDP test case
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feat: add instance profiles for torchtitan, nanoVLM, and TRL test cases
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refactor: centralize _detect.sh into shared/ with sync script
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feat: add instance profiles for Megatron-LM, BioNeMo, NeMo, and Megatron-DeepSpeed
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