README

GH-TOPICS.MD

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+## GitHub Topics Strategy
+
+### Topic Categories
+
+| Category | Topics | Purpose |
+|----------|--------|---------|
+| **Pipeline Stage** | `stage-data`, `stage-training`, `stage-alignment`, `stage-evaluation`, `stage-deployment`, `stage-safety` | Filter by workflow stage |
+| **Model Type** | `model-llm`, `model-vlm`, `model-speech`, `model-diffusion`, `model-omni` | Filter by model modality |
+| **Training Method** | `method-pretraining`, `method-sft`, `method-lora`, `method-rl`, `method-dpo`, `method-grpo` | Filter by training technique |
+| **Backend** | `backend-megatron`, `backend-pytorch`, `backend-vllm`, `backend-tensorrt` | Filter by infrastructure |
+| **Meta** | `nvidia-nemo` | All repos in the framework |
+
+<!-- ### Topic Assignments
+
+| Repo | Pipeline Stage | Model Type | Training Method | Backend |
+|------|----------------|------------|-----------------|---------|
+| **Automodel** | `stage-training` | `model-llm`, `model-vlm`, `model-omni` | `method-pretraining`, `method-sft`, `method-lora` | `backend-pytorch` |
+| **Megatron-Bridge** | `stage-training` | `model-llm`, `model-vlm` | `method-pretraining`, `method-sft`, `method-lora` | `backend-megatron` |
+| **NeMo (Speech)** | `stage-training` | `model-speech` | `method-pretraining`, `method-sft` | `backend-megatron`, `backend-pytorch` |
+| **RL** | `stage-alignment` | `model-llm`, `model-vlm` | `method-sft`, `method-rl`, `method-dpo`, `method-grpo` | `backend-megatron`, `backend-pytorch`, `backend-vllm` |
+| **Gym** | `stage-alignment` | `model-llm`, `model-vlm` | `method-rl` | — |
+| **DFM** | `stage-training` | `model-diffusion` | `method-pretraining` | `backend-megatron`, `backend-pytorch` |
+| **Curator** | `stage-data` | — | — | — |
+| **DataDesigner** | `stage-data` | — | — | — |
+| **Skills** | `stage-data`, `stage-evaluation` | `model-llm` | — | — |
+| **Evaluator** | `stage-evaluation` | — | — | — |
+| **Export-Deploy** | `stage-deployment` | — | — | `backend-vllm`, `backend-tensorrt` |
+| **Guardrails** | `stage-safety` | `model-llm` | — | — |
+| **Run** | `stage-training` | — | — | — |
+| **Emerging-Optimizers** | `stage-training` | — | — | — |
+| **Nemotron** | — | `model-llm` | — | — |
+
+*All repos also get `nvidia-nemo` for org-wide filtering.* -->
+
+### Example Filter Links
+
+Once topics are applied, we you add convenience links to your project's README and docs:
+
+```markdown
+**Browse by pipeline stage:**
+[Data](https://github.com/orgs/NVIDIA-NeMo/repositories?q=topic:stage-data) ·
+[Training](https://github.com/orgs/NVIDIA-NeMo/repositories?q=topic:stage-training) ·
+[Alignment](https://github.com/orgs/NVIDIA-NeMo/repositories?q=topic:stage-alignment) ·
+[Evaluation](https://github.com/orgs/NVIDIA-NeMo/repositories?q=topic:stage-evaluation) ·
+[Deployment](https://github.com/orgs/NVIDIA-NeMo/repositories?q=topic:stage-deployment)
+
+**Browse by model type:**
+[LLM](https://github.com/orgs/NVIDIA-NeMo/repositories?q=topic:model-llm) ·
+[VLM](https://github.com/orgs/NVIDIA-NeMo/repositories?q=topic:model-vlm) ·
+[Speech](https://github.com/orgs/NVIDIA-NeMo/repositories?q=topic:model-speech) ·
+[Diffusion](https://github.com/orgs/NVIDIA-NeMo/repositories?q=topic:model-diffusion)
+```