API Reference#
This page contains auto-generated API reference documentation [1].
nemo_rlnemo_rl.environmentsnemo_rl.environments.vlm_environmentnemo_rl.environments.nemo_gym_multimodalnemo_rl.environments.math_environmentnemo_rl.environments.code_jaccard_environmentnemo_rl.environments.nemotron_utilsnemo_rl.environments.code_environmentnemo_rl.environments.dapo_math_verifiernemo_rl.environments.nemo_gym_requestnemo_rl.environments.rewardsnemo_rl.environments.nemo_gym_shardsnemo_rl.environments.nemo_gymnemo_rl.environments.utilsnemo_rl.environments.metricsnemo_rl.environments.reward_model_environmentnemo_rl.environments.interfaces
nemo_rl.evalsnemo_rl.algorithmsnemo_rl.algorithms.x_tokennemo_rl.algorithms.async_utilsnemo_rl.algorithms.single_controller_utilsnemo_rl.algorithms.lossnemo_rl.algorithms.grpo_syncnemo_rl.algorithms.dponemo_rl.algorithms.metric_utilsnemo_rl.algorithms.sftnemo_rl.algorithms.single_controllernemo_rl.algorithms.grponemo_rl.algorithms.logits_sampling_utilsnemo_rl.algorithms.xtoken_off_policy_distillationnemo_rl.algorithms.rmnemo_rl.algorithms.opdnemo_rl.algorithms.reward_functionsnemo_rl.algorithms.mponemo_rl.algorithms.distillationnemo_rl.algorithms.sft_v2nemo_rl.algorithms.advantage_estimatornemo_rl.algorithms.utilsnemo_rl.algorithms.pponemo_rl.algorithms.advantage_actor
nemo_rl.modeloptnemo_rl.weight_syncnemo_rl.weight_sync.megatron_weight_synchronizernemo_rl.weight_sync.nccl_reshard_weight_synchronizernemo_rl.weight_sync.factorynemo_rl.weight_sync.membershipnemo_rl.weight_sync.sglang_weight_synchronizernemo_rl.weight_sync.collective_weight_synchronizernemo_rl.weight_sync.checkpoint_engine_weight_synchronizernemo_rl.weight_sync.checkpoint_engine_confignemo_rl.weight_sync.nccl_reshard_utilsnemo_rl.weight_sync.vllm_remote_sparse_weight_synchronizernemo_rl.weight_sync.xferdtensornemo_rl.weight_sync.ipc_weight_synchronizernemo_rl.weight_sync.xferdtensor_pythonnemo_rl.weight_sync.interfaces
nemo_rl.utilsnemo_rl.utils.checkpoint_enginesnemo_rl.utils.packed_tensornemo_rl.utils.nsysnemo_rl.utils.weight_transfer_httpnemo_rl.utils.rpc_guardnemo_rl.utils.confignemo_rl.utils.multimodal_payload_metricsnemo_rl.utils.sequence_lengthsnemo_rl.utils.cuda_ipcnemo_rl.utils.flops_formulasnemo_rl.utils.fastokensnemo_rl.utils.routed_experts_codecnemo_rl.utils.checkpointnemo_rl.utils.r3_tracenemo_rl.utils.weight_transfer_sparse_codecnemo_rl.utils.loggernemo_rl.utils.timernemo_rl.utils.flops_trackernemo_rl.utils.train_data_dumpnemo_rl.utils.length_penaltynemo_rl.utils.outdated_config_checksnemo_rl.utils.nvmlnemo_rl.utils.tensor_opsnemo_rl.utils.weight_transfer_zmqnemo_rl.utils.memory_trackernemo_rl.utils.grad_normnemo_rl.utils.weight_transfer_streamnemo_rl.utils.prefetch_venvsnemo_rl.utils.venvs
nemo_rl.experiencenemo_rl.experience.reward_penaltiesnemo_rl.experience.rolloutsnemo_rl.experience.metric_utilsnemo_rl.experience.sync_rollout_actornemo_rl.experience.rollout_reassemblernemo_rl.experience.route_assemblynemo_rl.experience.route_plannemo_rl.experience.rollout_managernemo_rl.experience.payloadnemo_rl.experience.failuresnemo_rl.experience.rollout_reassembler_actornemo_rl.experience.rollout_recoverynemo_rl.experience.interfaces
nemo_rl.datanemo_rl.data.xtokennemo_rl.data.energonnemo_rl.data.energon.multimodalnemo_rl.data.energon.sft_dataloadernemo_rl.data.energon.confignemo_rl.data.energon.sft_typesnemo_rl.data.energon.sft_workernemo_rl.data.energon.topology
nemo_rl.data.packingnemo_rl.data.datasetsnemo_rl.data.datasets.preference_datasetsnemo_rl.data.datasets.eval_datasetsnemo_rl.data.datasets.eval_datasets.gpqanemo_rl.data.datasets.eval_datasets.mmlunemo_rl.data.datasets.eval_datasets.mmaunemo_rl.data.datasets.eval_datasets.local_math_datasetnemo_rl.data.datasets.eval_datasets.daily_omninemo_rl.data.datasets.eval_datasets.mathnemo_rl.data.datasets.eval_datasets.mmlu_pro
nemo_rl.data.datasets.response_datasetsnemo_rl.data.datasets.response_datasets.numinamathnemo_rl.data.datasets.response_datasets.intentnemo_rl.data.datasets.response_datasets.dapo_mathnemo_rl.data.datasets.response_datasets.openr1_mathnemo_rl.data.datasets.response_datasets.general_conversations_datasetnemo_rl.data.datasets.response_datasets.arrow_text_datasetnemo_rl.data.datasets.response_datasets.oai_format_datasetnemo_rl.data.datasets.response_datasets.nemogym_datasetnemo_rl.data.datasets.response_datasets.avqanemo_rl.data.datasets.response_datasets.clevrnemo_rl.data.datasets.response_datasets.squadnemo_rl.data.datasets.response_datasets.daily_omninemo_rl.data.datasets.response_datasets.refcoconemo_rl.data.datasets.response_datasets.tulu3nemo_rl.data.datasets.response_datasets.geometry3knemo_rl.data.datasets.response_datasets.megatron_sft_packednemo_rl.data.datasets.response_datasets.mmpr_tinynemo_rl.data.datasets.response_datasets.response_datasetnemo_rl.data.datasets.response_datasets.openmathinstruct2nemo_rl.data.datasets.response_datasets.aimenemo_rl.data.datasets.response_datasets.nemotron_cascade2_sftnemo_rl.data.datasets.response_datasets.oasstnemo_rl.data.datasets.response_datasets.deepscalernemo_rl.data.datasets.response_datasets.gsm8knemo_rl.data.datasets.response_datasets.audiomcqnemo_rl.data.datasets.response_datasets.helpsteer3
nemo_rl.data.datasets.processed_datasetnemo_rl.data.datasets.raw_datasetnemo_rl.data.datasets.utils
nemo_rl.data.dataloadernemo_rl.data.chat_templatesnemo_rl.data.processorsnemo_rl.data.captured_medianemo_rl.data.llm_message_utilsnemo_rl.data.deepseek_v4_encodingnemo_rl.data.megatron_sft_packednemo_rl.data.chat_utilsnemo_rl.data.utilsnemo_rl.data.deepseek_v4_tokenizernemo_rl.data.multimodal_utilsnemo_rl.data.collate_fnnemo_rl.data.interfaces
nemo_rl.modelsnemo_rl.models.automodelnemo_rl.models.automodel.draftnemo_rl.models.automodel.draft.draft_qwen3nemo_rl.models.automodel.draft.lossnemo_rl.models.automodel.draft.markov_headnemo_rl.models.automodel.draft.hidden_capturenemo_rl.models.automodel.draft.commonnemo_rl.models.automodel.draft.eagle3_llamanemo_rl.models.automodel.draft.checkpointnemo_rl.models.automodel.draft.setupnemo_rl.models.automodel.draft.runtime
nemo_rl.models.automodel.convertnemo_rl.models.automodel.trainnemo_rl.models.automodel.confignemo_rl.models.automodel.datanemo_rl.models.automodel.router_replaynemo_rl.models.automodel.checkpointnemo_rl.models.automodel.setupnemo_rl.models.automodel.utils
nemo_rl.models.generationnemo_rl.models.generation.trtllmnemo_rl.models.generation.trtllm.quantizationnemo_rl.models.generation.trtllm.confignemo_rl.models.generation.trtllm.trtllm_disagg_servernemo_rl.models.generation.trtllm.trtllm_generationnemo_rl.models.generation.trtllm.trtllm_worker_asyncnemo_rl.models.generation.trtllm.trtllm_http_servernemo_rl.models.generation.trtllm.trtllm_backend
nemo_rl.models.generation.megatronnemo_rl.models.generation.vllmnemo_rl.models.generation.vllm.vllm_backendnemo_rl.models.generation.vllm.draft_utilsnemo_rl.models.generation.vllm.refit_layoutnemo_rl.models.generation.vllm.confignemo_rl.models.generation.vllm.refit_loadernemo_rl.models.generation.vllm.collective_rpcnemo_rl.models.generation.vllm.vllm_sparse_refitnemo_rl.models.generation.vllm.captured_chat_logprobsnemo_rl.models.generation.vllm.vllm_worker_asyncnemo_rl.models.generation.vllm.worker_utilsnemo_rl.models.generation.vllm.metric_namesnemo_rl.models.generation.vllm.video_utilsnemo_rl.models.generation.vllm.vllm_generationnemo_rl.models.generation.vllm.vllm_sparse_deltanemo_rl.models.generation.vllm.patchesnemo_rl.models.generation.vllm.utilsnemo_rl.models.generation.vllm.vllm_workernemo_rl.models.generation.vllm.checkpoint_engine
nemo_rl.models.generation.dynamonemo_rl.models.generation.dynamo.managed_runtimenemo_rl.models.generation.dynamo.confignemo_rl.models.generation.dynamo.dynamo_generationnemo_rl.models.generation.dynamo.argumentsnemo_rl.models.generation.dynamo.dynamo_workernemo_rl.models.generation.dynamo.refitnemo_rl.models.generation.dynamo.worker_poolnemo_rl.models.generation.dynamo.http_clientnemo_rl.models.generation.dynamo.venvnemo_rl.models.generation.dynamo.token_wrappernemo_rl.models.generation.dynamo.validate_dynamo_vllm_argsnemo_rl.models.generation.dynamo.metrics
nemo_rl.models.generation.generation_routernemo_rl.models.generation.engine_supervisornemo_rl.models.generation.constantsnemo_rl.models.generation.fleet_healthnemo_rl.models.generation.openai_server_utilsnemo_rl.models.generation.interfaces
nemo_rl.models.megatronnemo_rl.models.megatron.draftnemo_rl.models.megatron.alignmentnemo_rl.models.megatron.opd_full_capturenemo_rl.models.megatron.trainnemo_rl.models.megatron.confignemo_rl.models.megatron.commonnemo_rl.models.megatron.hybridepnemo_rl.models.megatron.batch_invariantnemo_rl.models.megatron.memory_savernemo_rl.models.megatron.datanemo_rl.models.megatron.router_replaynemo_rl.models.megatron.pipeline_parallelnemo_rl.models.megatron.zero_train_gen_mismatchnemo_rl.models.megatron.community_importnemo_rl.models.megatron.setup
nemo_rl.models.policynemo_rl.models.policy.workersnemo_rl.models.policy.workers.base_policy_workernemo_rl.models.policy.workers.megatron_remote_sparse_refitnemo_rl.models.policy.workers.automodel_policy_workernemo_rl.models.policy.workers.megatron_policy_workernemo_rl.models.policy.workers.patchesnemo_rl.models.policy.workers.checkpoint_engine
nemo_rl.models.policy.teacher_worker_groupnemo_rl.models.policy.tq_policynemo_rl.models.policy.lm_policynemo_rl.models.policy.draft_confignemo_rl.models.policy.utilsnemo_rl.models.policy.interfaces
nemo_rl.models.valuenemo_rl.models.huggingface
nemo_rl.distributednemo_rl.distributed.virtual_clusternemo_rl.distributed.model_utilsnemo_rl.distributed.refit_watchdognemo_rl.distributed.held_portnemo_rl.distributed.collectivesnemo_rl.distributed.actor_environmentsnemo_rl.distributed.named_shardingnemo_rl.distributed.ray_actor_environment_registrynemo_rl.distributed.batched_data_dictnemo_rl.distributed.numa_utilsnemo_rl.distributed.worker_groupsnemo_rl.distributed.ray_worker_setupnemo_rl.distributed.stateless_process_groupnemo_rl.distributed.worker_group_utils
nemo_rl.data_planenemo_rl.data_plane.adaptersnemo_rl.data_plane.worker_mixinnemo_rl.data_plane.codecnemo_rl.data_plane.groupingnemo_rl.data_plane.factorynemo_rl.data_plane.driver_mixinnemo_rl.data_plane.column_ionemo_rl.data_plane.schemanemo_rl.data_plane.tq_token_sinknemo_rl.data_plane.async_utilsnemo_rl.data_plane.mooncake_storage_unitnemo_rl.data_plane.observabilitynemo_rl.data_plane.preshardnemo_rl.data_plane.interfaces
nemo_rl.telemetrynemo_rl.package_infonemo_rl.transformers_compat