| # NeMo Framework Docker Container |
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| ## Repository Overview |
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| - Megatron-Bridge (/opt/Megatron-Bridge/) |
| - Megatron-LM (/opt/Megatron-Bridge/3rdparty/Megatron-LM/) |
| - Evaluator (/opt/Evaluator/) |
| - Export-Deploy (/opt/Export-Deploy/) |
| - NeMo (/opt/NeMo/) |
| - Run (/opt/Run/) |
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|
| --- |
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| ## Installed Packged |
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| Pip installed packages: |
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| - DeepEP |
| - vLLM |
| - TRT-LLM |
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| Execute `pip list` to see full list of installed packages via pip. |
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| Uv virtualenv installed packages (/opt/venv/) |
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| - TransformerEngine |
| - nvidia-resiliency |
| - TensorRT-Model-Optimizer |
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| Execute `uv pip list` to see full list of installed packages. Packages installed in /opt/venv take precedence over pip installed packages. |
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| See /opt/NeMo-FW/pyproject.toml for additonal uv configurations. |
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| --- |
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| ## Development |
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| ### Mounting and syncing local repository into the container |
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| Local working directories can be mounted via docker run: |
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| ```bash |
| docker run -v <local-folder-path>:<container-folder-path> <container-image> |
| ``` |
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| #### 1 Overwrite existing directory |
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| 1. Define the `<container-folder-path>` to correspond to the path defined in Repository Overview. (ie. /my-path/Megatron-Bridge/:/opt/Megatron-Bridge/) |
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| 2. `cd /opt/NeMo-FW` and run `uv sync --no-cache-dir --all-groups --inexact` |
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| 3. Local development directory is synced to run in the container |
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| #### 2 Mount directory to a different path |
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| 1. Modify `/opt/NeMo-FW/pyproject.toml` sections `tool.uv.sources` and `tool.uv; override-dependencies` to reflect new path. (ie. "megatron-bridge" = { path = `<container-folder-path>`, editable = true }) |
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| 2. `cd /opt/NeMo-FW` and run `uv sync --no-cache-dir --all-groups --inexact` |
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| 3. Local development directory is synced to run in the container |
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