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[Megatron-LM] Create patch to update hybrid models TFLOPS calculation#594

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clairesonglee wants to merge 22 commits intomainfrom
dev/clairlee/update-hybrid-throughput
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[Megatron-LM] Create patch to update hybrid models TFLOPS calculation#594
clairesonglee wants to merge 22 commits intomainfrom
dev/clairlee/update-hybrid-throughput

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vidushi8 and others added 11 commits February 12, 2026 19:13
…32B Configs for MI300X & MI355X (#556)

YF: Only SFT related config and Doc changes, bypassing unit CI tests

## Summary

This PR introduces post-training documentation and updates Qwen3 32B
model configuration files to support AMD MI300X and MI355X accelerators.

---

## Changes

### 📘 Documentation

- **Added `posttraining.md`**
  - New comprehensive guide for post-training workflows
  - Covers setup instructions, configuration details, and usage examples

- **Updated `docs/README.md`**
  - Added a new section referencing post-training documentation
  - Improved documentation organization and navigation

---

### ⚙️ Configuration Updates

- **Updated Qwen3_32B model YAML configs**
  - Added/modified configurations optimized for:
    - MI300X
    - MI355X
  - Adjusted parameters for compatibility and stable execution

---

## Validation

- Verified updated configs load and execute successfully on MI300X and
MI355X environments
- Confirmed documentation links and structure render correctly

---

## Checklist

- [x] Added `posttraining.md`
- [x] Updated `docs/README.md`
- [x] Modified Qwen3_32B YAML configs
- [x] Verified changes locally
Co-authored-by: Mingyu Yang <Mingyu.Yang@amd.com>
Co-authored-by: Copilot Autofix powered by AI <223894421+github-code-quality[bot]@users.noreply.github.com>
Co-authored-by: Kailash Gogineni <gkailashnath1998@gmail.com>
Co-authored-by: HuangWei-95 <Wei.Huang4@amd.com>
Co-authored-by: HuangWei-95 <weihuan@amd.com>
Co-authored-by: Xiaoming-AMD <Xiaoming.Peng@amd.com>
Co-authored-by: WangLingxun <linxwang@amd.com>
…578)

Expand projection.md with memory projection and performance details.
…581)

Hook Megatron validate_args alongside parse_args so Primus-injected
arguments are validated consistently, and run additional ROCM-specific
argument checks during initialization.
@clairesonglee clairesonglee changed the title Create patch to update hybrid models TFLOPS calculation [Megatron-LM] Create patch to update hybrid models TFLOPS calculation Mar 11, 2026
@clairesonglee clairesonglee force-pushed the dev/clairlee/update-hybrid-throughput branch from 810cfd3 to 2c26dd7 Compare March 17, 2026 05:37
@clairesonglee clairesonglee marked this pull request as ready for review March 25, 2026 06:39
@clairesonglee clairesonglee marked this pull request as draft March 25, 2026 06:55
@clairesonglee clairesonglee marked this pull request as ready for review March 25, 2026 07:03
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6 participants