For AI agents: a documentation index is available at the root level at /llms.txt. Append /llms.txt to any URL for a page-level index, or .md for the markdown version of any page.

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Développement API Reference Nemo Rl Environments

nemo_rl.environments

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Sous-modules

code_environment
interfaces
metrics
vlm_environment
math_environment
utils
rewards

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Nemo Rl Distributed Worker Groups

Nemo Rl Environments Code Environment

- Aperçu
Début de l'Environnement
- Exécutez sur Votre Station de Travail Locale
- Configuration des clusters
Exemples de bout en bout (E2E)
- GRPO sur DeepScaler
- SFT sur OpenMathInstruct-2
Guides
Conteneurs
- Construire des images Docker
Développement

Aperçu
Exécutez sur Votre Station de Travail Locale
Configuration des clusters
GRPO sur DeepScaler
SFT sur OpenMathInstruct-2
Ajouter de nouveaux modèles
Ajustement fin supervisé dans NeMo RL
Optimisation de Préférence Directe dans NeMo RL
Guide détaillé du GRPO dans NeMo RL
Entraînement du Modèle de Récompense dans NeMo RL
Évaluation
DeepSeek-V3
Particularités du Modèle
Construire des images Docker
Test NeMo RL
Développement de la documentation
Déboguer des applications RL NeMo
Profiler GPU avec Nsys
FP8 pour NeMo-RL
Expérimentez avec vLLM personnalisé
Nemo Rl Algorithms
Nemo Rl Algorithms Dpo
Nemo Rl Algorithms Grpo
Nemo Rl Algorithms Interfaces
Nemo Rl Algorithms Loss Functions
Nemo Rl Algorithms Rm
Nemo Rl Algorithms Sft
Nemo Rl Algorithms Utils
Nemo Rl Converters Huggingface Vllm Export
Nemo Rl Converters Megatron Vllm Export
Nemo Rl Converters
Nemo Rl Converters Huggingface
Nemo Rl Converters Megatron
Nemo Rl Data Eval Datasets Aime2024
Nemo Rl Data Eval Datasets Aime2025
Nemo Rl Data Eval Datasets Gpqa
Nemo Rl Data Eval Datasets Local Math Dataset
Nemo Rl Data Eval Datasets Math
Nemo Rl Data Eval Datasets Mmlu
Nemo Rl Data Eval Datasets Mmlu Pro
Nemo Rl Data Hf Datasets Chat Templates
Nemo Rl Data Hf Datasets Clevr
Nemo Rl Data Hf Datasets Deepscaler
Nemo Rl Data Hf Datasets Dpo
Nemo Rl Data Hf Datasets Geometry3k
Nemo Rl Data Hf Datasets Helpsteer3
Nemo Rl Data Hf Datasets Oai Format Dataset
Nemo Rl Data Hf Datasets Oasst
Nemo Rl Data Hf Datasets Openmathinstruct2
Nemo Rl Data Hf Datasets Preference Dataset
Nemo Rl Data Hf Datasets Prompt Response Dataset
Nemo Rl Data Hf Datasets Refcoco
Nemo Rl Data Hf Datasets Squad
Nemo Rl Data Hf Datasets Tulu3
Nemo Rl Data
Nemo Rl Data Datasets
Nemo Rl Data Eval Datasets
Nemo Rl Data Hf Datasets
Nemo Rl Data Interfaces
Nemo Rl Data Llm Message Utils
Nemo Rl Data Multimodal Utils
Nemo Rl Data Packing
Nemo Rl Data Processors
Nemo Rl Data Packing Algorithms
Nemo Rl Data Packing Metrics
Nemo Rl Distributed
Nemo Rl Distributed Batched Data Dict
Nemo Rl Distributed Collectives
Nemo Rl Distributed Model Utils
Nemo Rl Distributed Named Sharding
Nemo Rl Distributed Ray Actor Environment Registry
Nemo Rl Distributed Virtual Cluster
Nemo Rl Distributed Worker Group Utils
Nemo Rl Distributed Worker Groups
Nemo Rl Environments
Nemo Rl Environments Code Environment
Nemo Rl Environments Interfaces
Nemo Rl Environments Math Environment
Nemo Rl Environments Metrics
Nemo Rl Environments Rewards
Nemo Rl Environments Utils
Nemo Rl Environments Vlm Environment
Nemo Rl Evals
Nemo Rl Evals Answer Parsing
Nemo Rl Evals Eval
Nemo Rl Experience
Nemo Rl Experience Rollouts
Nemo Rl Metrics
Nemo Rl Metrics Metrics Utils
Nemo Rl Models Dtensor Parallelize
Nemo Rl Models Generation Fp8
Nemo Rl Models Generation Interfaces
Nemo Rl Models Generation Vllm
Nemo Rl Models Generation Vllm Config
Nemo Rl Models Generation Vllm Utils
Nemo Rl Models Generation Vllm Vllm Backend
Nemo Rl Models Generation Vllm Vllm Generation
Nemo Rl Models Generation Vllm Vllm Worker
Nemo Rl Models Generation Vllm Vllm Worker Async
Nemo Rl Models Huggingface Common
Nemo Rl Models Megatron Common
Nemo Rl Models Megatron Community Import
Nemo Rl Models
Nemo Rl Models Dtensor
Nemo Rl Models Generation
Nemo Rl Models Huggingface
Nemo Rl Models Megatron
Nemo Rl Models Policy
Nemo Rl Models Policy Dtensor Policy Worker
Nemo Rl Models Policy Dtensor Policy Worker V2
Nemo Rl Models Policy Interfaces
Nemo Rl Models Policy Lm Policy
Nemo Rl Models Policy Megatron Policy Worker
Nemo Rl Models Policy Utils
Nemo Rl
Nemo Rl Package Info
Nemo Rl Utils
Nemo Rl Utils Checkpoint
Nemo Rl Utils Config
Nemo Rl Utils Flops Formulas
Nemo Rl Utils Flops Tracker
Nemo Rl Utils Logger
Nemo Rl Utils Native Checkpoint
Nemo Rl Utils Nsys
Nemo Rl Utils Nvml
Nemo Rl Utils Prefetch Venvs
Nemo Rl Utils Timer
Nemo Rl Utils Venvs

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