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Chtruong/runner update pagaray test#50

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pablo-garay wants to merge 15 commits intomainfrom
chtruong/runner-update_pagaray_test
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Chtruong/runner update pagaray test#50
pablo-garay wants to merge 15 commits intomainfrom
chtruong/runner-update_pagaray_test

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pablo-garay and others added 14 commits November 14, 2025 13:19
…e commit

Signed-off-by: Pablo Garay <pagaray@nvidia.com>
…-LM commit (3cbe5c68)

Signed-off-by: Pablo Garay <pagaray@nvidia.com>
Signed-off-by: Pablo Garay <pagaray@nvidia.com>
Signed-off-by: Pablo Garay <pagaray@nvidia.com>
Signed-off-by: Pablo Garay <pagaray@nvidia.com>
Signed-off-by: Charlie Truong <chtruong@nvidia.com>
Signed-off-by: Charlie Truong <chtruong@nvidia.com>
Signed-off-by: Charlie Truong <chtruong@nvidia.com>
…meout in test_mcore_wan_pretrain

Signed-off-by: Charlie Truong <chtruong@nvidia.com>
Signed-off-by: Charlie Truong <chtruong@nvidia.com>
Signed-off-by: Charlie Truong <chtruong@nvidia.com>
Signed-off-by: Charlie Truong <chtruong@nvidia.com>
* Enhance DiT and Wan layer specifications

- Updated `get_query_key_value_tensors` method in `dit_attention.py` to include an `output_gate` parameter and set `split_qkv` to default to `True`.
- Modified `WanLayerWithAdaLN` class in `wan_layer_spec.py` to add `rotary_pos_cos_sin` parameter for improved positional encoding handling.

* Implement ProcessGroupCollection initialization in DiT and Wan models

- Added initialization of `pg_collection` in both `DiTCrossAttentionModel` and `WanModel` to ensure proper handling of process groups.
- This change checks if `pg_collection` exists and is not None before assigning it, enhancing the robustness of the models.

* Update CONTRIBUTING.md to include detailed setup instructions for development environment and Docker container usage. Added sections for building and running the container, as well as setting the PYTHONPATH for DFM.

* Refactor import statements in dit_model.py to streamline dependencies. Removed redundant import of ProcessGroupCollection, enhancing code clarity and maintainability.

* Refactor code style in DiT and Wan models

- Updated string quotes in `dit_model.py` and `wan_model.py` for consistency, changing from single to double quotes.
- Reformatted the `get_query_key_value_tensors` method call in `dit_attention.py` for improved readability by breaking it into multiple lines.

* Revert M4 changes

* Ruff

* Ruff

* Lint

---------

Co-authored-by: Abhinav Garg <abhinavg@stanford.edu>
This reverts commit d7ad1ab.
@pablo-garay pablo-garay requested a review from a team as a code owner November 15, 2025 20:55
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copy-pr-bot bot commented Nov 15, 2025

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Signed-off-by: Pablo Garay <pagaray@nvidia.com>
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Closing this #47

@abhinavg4 abhinavg4 closed this Nov 16, 2025
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