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docs: Add Tutorial 00 - Key Terminology - #180

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Description

Add Tutorial 00 - Key Terminology, providing a comprehensive glossary of essential terms for NeMo Gym and RL workflows.

Content

  • Rollout & Data Collection Terms: rollout, task, trace, demonstration data, preference pairs
  • Architecture Terms: policy model, orchestration, verifier, service discovery, reward
  • Training Approaches: SFT, DPO, RL, online vs offline
  • Interaction Patterns: multi-turn, multi-step, tool use
  • Technical Infrastructure: Responses API, Chat Completions API, vLLM

Related to #119

@cwing-nvidia cwing-nvidia added this to the v0.1.0 milestone Oct 16, 2025
@cwing-nvidia cwing-nvidia added the documentation Improvements to documentation label Oct 16, 2025
- Add comprehensive glossary of NeMo Gym and RL terms
- Organize terminology into 5 sections: Rollout & Data Collection, Architecture, Training Approaches, Interaction Patterns, and Technical Infrastructure
- Provide clear, concise definitions for key concepts
- Include navigation to next tutorial
- Related to #119

Signed-off-by: Chris Wing <cwing@nvidia.com>
@cwing-nvidia
cwing-nvidia force-pushed the docs/119-tutorial-00-terminology branch from e3bbffd to 3ba96c1 Compare October 17, 2025 00:01
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bxyu-nvidia merged commit 1e81ff1 into main Oct 19, 2025
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bxyu-nvidia deleted the docs/119-tutorial-00-terminology branch October 19, 2025 19:10
abubakaria56 pushed a commit to abubakaria56/Gym that referenced this pull request Mar 2, 2026
## Description
Add Tutorial 00 - Key Terminology, providing a comprehensive glossary of
essential terms for NeMo Gym and RL workflows.

## Content
- **Rollout & Data Collection Terms**: rollout, task, trace,
demonstration data, preference pairs
- **Architecture Terms**: policy model, orchestration, verifier, service
discovery, reward
- **Training Approaches**: SFT, DPO, RL, online vs offline
- **Interaction Patterns**: multi-turn, multi-step, tool use
- **Technical Infrastructure**: Responses API, Chat Completions API,
vLLM

Related to NVIDIA-NeMo#119

Signed-off-by: Chris Wing <cwing@nvidia.com>
abubakaria56 pushed a commit to abubakaria56/Gym that referenced this pull request Mar 2, 2026
## Description
Add Tutorial 00 - Key Terminology, providing a comprehensive glossary of
essential terms for NeMo Gym and RL workflows.

## Content
- **Rollout & Data Collection Terms**: rollout, task, trace,
demonstration data, preference pairs
- **Architecture Terms**: policy model, orchestration, verifier, service
discovery, reward
- **Training Approaches**: SFT, DPO, RL, online vs offline
- **Interaction Patterns**: multi-turn, multi-step, tool use
- **Technical Infrastructure**: Responses API, Chat Completions API,
vLLM

Related to NVIDIA-NeMo#119

Signed-off-by: Chris Wing <cwing@nvidia.com>
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2 participants