Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | V | W _ __contact_emails__ (in module nemo_gym.package_info) __contact_names__ (in module nemo_gym.package_info) __description__ (in module nemo_gym.package_info) __download_url__ (in module nemo_gym.package_info) __homepage__ (in module nemo_gym.package_info) __keywords__ (in module nemo_gym.package_info) __license__ (in module nemo_gym.package_info) __package_name__ (in module nemo_gym.package_info) __repository_url__ (in module nemo_gym.package_info) __shortversion__ (in module nemo_gym.package_info) __version__ (in module nemo_gym.package_info) _add() (nemo_gym.train_data_utils.Accumulator method) (nemo_gym.train_data_utils.AvgMinMax method) (nemo_gym.train_data_utils.DatasetMetrics method) _aggregate() (nemo_gym.train_data_utils.Accumulator method) (nemo_gym.train_data_utils.AvgMinMax method) (nemo_gym.train_data_utils.DatasetMetrics method) _build_server_base_url() (nemo_gym.server_utils.ServerClient method) _collate_samples_single_type() (nemo_gym.train_data_utils.TrainDataProcessor method) _dir_path (nemo_gym.cli.TestConfig attribute) _display_list_of_paths() (in module nemo_gym.cli) _format_pct() (in module nemo_gym.cli) _GLOBAL_AIOHTTP_CLIENT (in module nemo_gym.server_utils) _GLOBAL_AIOHTTP_CLIENT_REQUEST_DEBUG (in module nemo_gym.server_utils) _GLOBAL_CONFIG_DICT (in module nemo_gym.global_config) _head_server (nemo_gym.cli.RunHelper attribute) _head_server_thread (nemo_gym.cli.RunHelper attribute) _iter_dataset_lines() (nemo_gym.train_data_utils.TrainDataProcessor method) _print_title() (nemo_gym.train_data_utils.TrainDataProcessor method) _processes (nemo_gym.cli.RunHelper attribute) _raise_for_status() (nemo_gym.openai_utils.NeMoGymAsyncOpenAI method) _request() (nemo_gym.openai_utils.NeMoGymAsyncOpenAI method) _run_command() (in module nemo_gym.cli) _server_client (nemo_gym.cli.RunHelper attribute) _server_instance_display_configs (nemo_gym.cli.RunHelper attribute) _setup_env_command() (in module nemo_gym.cli) _test_single() (in module nemo_gym.cli) _validate_aggregate_metrics() (nemo_gym.train_data_utils.TrainDataProcessor method) _validate_data_single() (in module nemo_gym.cli) _validate_samples_and_aggregate_metrics_single_dataset() (nemo_gym.train_data_utils.TrainDataProcessor method) _validate_samples_and_aggregate_metrics_single_sample() (nemo_gym.train_data_utils.TrainDataProcessor method) A Accumulator (class in nemo_gym.train_data_utils) add() (nemo_gym.train_data_utils.Accumulator method) AGENT (nemo_gym.config_types.Domain attribute) agent_name (nemo_gym.rollout_collection.RolloutCollectionConfig attribute) AGENT_REF_KEY (in module nemo_gym.config_types) AgentServerRef (class in nemo_gym.config_types) aggregate() (nemo_gym.train_data_utils.Accumulator method) aggregate_other_metrics() (in module nemo_gym.train_data_utils) annotations (nemo_gym.openai_utils.NeMoGymResponseOutputText attribute) api_key (nemo_gym.openai_utils.NeMoGymAsyncOpenAI attribute) arguments (nemo_gym.openai_utils.NeMoGymChatCompletionMessageToolCallFunctionParam attribute) (nemo_gym.openai_utils.NeMoGymFunction attribute) (nemo_gym.openai_utils.NeMoGymResponseFunctionToolCall attribute) artifact_fpath (nemo_gym.config_types.DownloadJsonlDatasetGitlabConfig attribute) (nemo_gym.config_types.DownloadJsonlDatasetHuggingFaceConfig attribute) (nemo_gym.config_types.JsonlDatasetGitlabIdentifer attribute) audio (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) average (nemo_gym.train_data_utils.AvgMinMax attribute) AvgMinMax (class in nemo_gym.train_data_utils) B background (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) base_url (nemo_gym.openai_utils.NeMoGymAsyncOpenAI attribute) BaseNeMoGymCLIConfig (class in nemo_gym.config_types) BaseResourcesServer (class in nemo_gym.base_resources_server) BaseResourcesServerConfig (class in nemo_gym.base_resources_server) BaseResponsesAPIAgent (class in nemo_gym.base_responses_api_agent) BaseResponsesAPIAgentConfig (class in nemo_gym.base_responses_api_agent) BaseResponsesAPIModel (class in nemo_gym.base_responses_api_model) BaseResponsesAPIModelConfig (class in nemo_gym.base_responses_api_model) BaseRunRequest (class in nemo_gym.base_resources_server) BaseRunServerConfig (class in nemo_gym.config_types) BaseRunServerInstanceConfig (class in nemo_gym.config_types) BaseRunServerTypeConfig (class in nemo_gym.config_types) BaseSeedSessionRequest (class in nemo_gym.base_resources_server) BaseSeedSessionResponse (class in nemo_gym.base_resources_server) BaseServer (class in nemo_gym.server_utils) BaseServerConfig (class in nemo_gym.config_types) BaseServerInstanceConfig (class in nemo_gym.config_types) BaseServerTypeConfig (class in nemo_gym.config_types) BaseUploadJsonlDatasetHuggingFaceConfig (class in nemo_gym.config_types) BaseVerifyRequest (class in nemo_gym.base_resources_server) BaseVerifyResponse (class in nemo_gym.base_resources_server) build_jsonl_dataset_viewer() (in module nemo_gym.dataset_viewer) C CACHE_DIR (in module nemo_gym) call_id (nemo_gym.openai_utils.NeMoGymFunctionCallOutput attribute) (nemo_gym.openai_utils.NeMoGymResponseFunctionToolCall attribute) Chat Completions API chat_completions() (nemo_gym.base_responses_api_model.SimpleResponsesAPIModel method) check_forbidden_fields() (nemo_gym.config_types.UploadJsonlDatasetHuggingFaceConfig method) check_http_server_statuses() (nemo_gym.cli.RunHelper method) check_jsonl_format() (in module nemo_gym.hf_utils) check_train_validation_sets() (nemo_gym.config_types.DatasetConfig method) choices (nemo_gym.openai_utils.NeMoGymChatCompletion attribute) CODING (nemo_gym.config_types.Domain attribute) collate_samples() (nemo_gym.train_data_utils.TrainDataProcessor method) collect_rollouts() (in module nemo_gym.rollout_collection) compute_sample_metrics() (in module nemo_gym.train_data_utils) config (nemo_gym.base_resources_server.BaseResourcesServer attribute) (nemo_gym.base_resources_server.SimpleResourcesServer attribute) (nemo_gym.base_responses_api_agent.BaseResponsesAPIAgent attribute) (nemo_gym.base_responses_api_agent.SimpleResponsesAPIAgent attribute) (nemo_gym.base_responses_api_model.BaseResponsesAPIModel attribute) (nemo_gym.server_utils.BaseServer attribute) (nemo_gym.server_utils.HeadServer attribute) config_path (nemo_gym.cli.ServerInstanceDisplayConfig attribute) CONFIG_PATHS_KEY_NAME (in module nemo_gym.global_config) content (nemo_gym.openai_utils.NeMoGymChatCompletionAssistantMessageParam attribute) (nemo_gym.openai_utils.NeMoGymChatCompletionDeveloperMessageParam attribute) (nemo_gym.openai_utils.NeMoGymChatCompletionSystemMessageParam attribute) (nemo_gym.openai_utils.NeMoGymChatCompletionToolMessageParam attribute) (nemo_gym.openai_utils.NeMoGymChatCompletionUserMessageParam attribute) (nemo_gym.openai_utils.NeMoGymEasyInputMessage attribute) (nemo_gym.openai_utils.NeMoGymMessage attribute) (nemo_gym.openai_utils.NeMoGymResponseOutputMessage attribute) convert_single_message() (in module nemo_gym.dataset_viewer) create_chat_completion() (nemo_gym.openai_utils.NeMoGymAsyncOpenAI method) create_huggingface_client() (in module nemo_gym.hf_utils) create_mlflow_client() (in module nemo_gym.gitlab_utils) create_response() (nemo_gym.openai_utils.NeMoGymAsyncOpenAI method) create_tokenize() (nemo_gym.openai_utils.NeMoGymAsyncOpenAI method) D Data Generation Process dataset_name (nemo_gym.config_types.BaseUploadJsonlDatasetHuggingFaceConfig attribute) (nemo_gym.config_types.DeleteJsonlDatasetGitlabConfig attribute) (nemo_gym.config_types.DownloadJsonlDatasetGitlabConfig attribute) (nemo_gym.config_types.JsonlDatasetGitlabIdentifer attribute) (nemo_gym.config_types.UploadJsonlDatasetGitlabConfig attribute) DatasetConfig (class in nemo_gym.config_types) DatasetMetrics (class in nemo_gym.train_data_utils) datasets (nemo_gym.config_types.BaseRunServerTypeConfig attribute) (nemo_gym.config_types.BaseServerInstanceConfig property) DatasetType (in module nemo_gym.config_types) DatasetValidatorState (class in nemo_gym.train_data_utils) DatasetViewerVerifyResponse (class in nemo_gym.dataset_viewer) DEFAULT_HEAD_SERVER_PORT (in module nemo_gym.global_config) (in module nemo_gym.server_utils) DEFAULT_HOST_KEY_NAME (in module nemo_gym.global_config) delete_from_gitlab (nemo_gym.config_types.UploadJsonlDatasetHuggingFaceMaybeDeleteConfig attribute) delete_jsonl_dataset_from_gitlab() (in module nemo_gym.dataset_orchestrator) delete_jsonl_dataset_from_gitlab_cli() (in module nemo_gym.dataset_orchestrator) delete_model_from_gitlab() (in module nemo_gym.gitlab_utils) DeleteJsonlDatasetGitlabConfig (class in nemo_gym.config_types) Demonstration Data detect_and_report_almost_servers() (nemo_gym.global_config.GlobalConfigDictParser method) dev_test() (in module nemo_gym.cli) dir_path (nemo_gym.cli.ServerInstanceDisplayConfig attribute) (nemo_gym.cli.TestConfig property) DISALLOWED_PORTS_KEY_NAME (in module nemo_gym.global_config) display_help() (in module nemo_gym.cli) display_server_instance_info() (nemo_gym.cli.RunHelper method) Domain (class in nemo_gym.config_types) domain (nemo_gym.config_types.BaseRunServerConfig attribute) dotenv_path (nemo_gym.global_config.GlobalConfigDictParserConfig attribute) download_jsonl_dataset() (in module nemo_gym.gitlab_utils) (in module nemo_gym.hf_utils) download_jsonl_dataset_cli() (in module nemo_gym.gitlab_utils) (in module nemo_gym.hf_utils) download_jsonl_dataset_from_hf_cli() (in module nemo_gym.dataset_orchestrator) DownloadJsonlDatasetGitlabConfig (class in nemo_gym.config_types) DownloadJsonlDatasetHuggingFaceConfig (class in nemo_gym.config_types) DPO (Direct Preference Optimization) dump_config() (in module nemo_gym.cli) E E2E (nemo_gym.config_types.Domain attribute) encrypted_content (nemo_gym.openai_utils.NeMoGymResponseReasoningItem attribute) entrypoint (nemo_gym.cli.RunConfig attribute) (nemo_gym.cli.ServerInstanceDisplayConfig attribute) (nemo_gym.config_types.BaseRunServerConfig attribute) ENTRYPOINT_KEY_NAME (in module nemo_gym.global_config) extra_info_to_messages() (in module nemo_gym.dataset_viewer) F fail_on_total_and_test_mismatch (nemo_gym.cli.TestAllConfig attribute) filter_for_server_instance_configs() (nemo_gym.global_config.GlobalConfigDictParser method) find_open_port() (in module nemo_gym.global_config) forbidden_fields (nemo_gym.config_types.UploadJsonlDatasetHuggingFaceConfig attribute) format_almost_server_warning() (in module nemo_gym.global_config) format_function_call() (in module nemo_gym.dataset_viewer) format_function_call_output() (in module nemo_gym.dataset_viewer) format_message() (in module nemo_gym.dataset_viewer) format_reasoning() (in module nemo_gym.dataset_viewer) frequency_penalty (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) function (nemo_gym.openai_utils.NeMoGymChatCompletionMessageToolCall attribute) (nemo_gym.openai_utils.NeMoGymChatCompletionMessageToolCallParam attribute) (nemo_gym.openai_utils.NeMoGymChatCompletionToolParam attribute) G GAMES (nemo_gym.config_types.Domain attribute) generation_log_probs (nemo_gym.openai_utils.TokenIDLogProbMixin attribute) (nemo_gym.openai_utils.TokenIDLogProbTypedDictMixin attribute) generation_token_ids (nemo_gym.openai_utils.TokenIDLogProbMixin attribute) (nemo_gym.openai_utils.TokenIDLogProbTypedDictMixin attribute) get() (nemo_gym.server_utils.ServerClient method) get_aggregate_metrics() (in module nemo_gym.dataset_viewer) get_first_server_config_dict() (in module nemo_gym.global_config) get_global_aiohttp_client() (in module nemo_gym.server_utils) get_global_config_dict() (in module nemo_gym.global_config) get_inner_run_server_config() (nemo_gym.config_types.BaseServerInstanceConfig method) get_inner_run_server_config_dict() (nemo_gym.config_types.BaseServerInstanceConfig method) get_server_ref() (nemo_gym.config_types.BaseServerInstanceConfig method) get_session_middleware_key() (nemo_gym.server_utils.SimpleServer method) gitlab_identifier (nemo_gym.config_types.DatasetConfig attribute) global_aiohttp_client_exit() (in module nemo_gym.server_utils) global_aiohttp_client_request_debug (nemo_gym.server_utils.GlobalAIOHTTPAsyncClientConfig attribute) global_aiohttp_connector_limit (nemo_gym.server_utils.GlobalAIOHTTPAsyncClientConfig attribute) global_aiohttp_connector_limit_per_host (nemo_gym.server_utils.GlobalAIOHTTPAsyncClientConfig attribute) global_config_dict (nemo_gym.server_utils.ServerClient attribute) global_config_dict_yaml() (nemo_gym.server_utils.HeadServer method) GlobalAIOHTTPAsyncClientConfig (class in nemo_gym.server_utils) GlobalConfigDictParser (class in nemo_gym.global_config) GlobalConfigDictParserConfig (class in nemo_gym.global_config) H head_server_config (nemo_gym.server_utils.ServerClient attribute) HEAD_SERVER_DEPS_KEY_NAME (in module nemo_gym.global_config) HEAD_SERVER_KEY_NAME (in module nemo_gym.global_config) HeadServer (class in nemo_gym.server_utils) hf_collection_name (nemo_gym.config_types.BaseUploadJsonlDatasetHuggingFaceConfig attribute) hf_collection_slug (nemo_gym.config_types.BaseUploadJsonlDatasetHuggingFaceConfig attribute) hf_dataset_prefix (nemo_gym.config_types.BaseUploadJsonlDatasetHuggingFaceConfig attribute) hf_organization (nemo_gym.config_types.BaseUploadJsonlDatasetHuggingFaceConfig attribute) hf_token (nemo_gym.config_types.BaseUploadJsonlDatasetHuggingFaceConfig attribute) (nemo_gym.config_types.DownloadJsonlDatasetHuggingFaceConfig attribute) host (nemo_gym.cli.ServerInstanceDisplayConfig attribute) (nemo_gym.config_types.BaseRunServerTypeConfig attribute) (nemo_gym.config_types.BaseServerConfig attribute) I id (nemo_gym.openai_utils.NeMoGymFunctionCallOutput attribute) (nemo_gym.openai_utils.NeMoGymResponseFunctionToolCall attribute) (nemo_gym.openai_utils.NeMoGymResponseOutputMessage attribute) (nemo_gym.openai_utils.NeMoGymResponseReasoningItem attribute) in_scope_dataset_types (nemo_gym.train_data_utils.TrainDataProcessorConfig property) include (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) init_resources_server() (in module nemo_gym.cli) initial_global_config_dict (nemo_gym.global_config.GlobalConfigDictParserConfig attribute) initialize_ray() (in module nemo_gym.server_utils) input (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) input_jsonl_fpath (nemo_gym.config_types.BaseUploadJsonlDatasetHuggingFaceConfig attribute) (nemo_gym.config_types.UploadJsonlDatasetGitlabConfig attribute) (nemo_gym.rollout_collection.RolloutCollectionConfig attribute) INSTRUCTION_FOLLOWING (nemo_gym.config_types.Domain attribute) instructions (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) internal (nemo_gym.openai_utils.NeMoGymAsyncOpenAI attribute) is_aggregated (nemo_gym.train_data_utils.Accumulator attribute) is_almost_server() (in module nemo_gym.config_types) is_global_aiohttp_client_setup() (in module nemo_gym.server_utils) is_model_in_gitlab() (in module nemo_gym.gitlab_utils) is_server_ref() (in module nemo_gym.config_types) J json_dumped_number_of_words (nemo_gym.train_data_utils.DatasetMetrics attribute) jsonl_fpath (nemo_gym.config_types.DatasetConfig attribute) (nemo_gym.dataset_viewer.JsonlDatasetViewerConfig attribute) JsonlDatasetGitlabIdentifer (class in nemo_gym.config_types) JsonlDatasetViewerConfig (class in nemo_gym.dataset_viewer) K key_counts (nemo_gym.train_data_utils.DatasetValidatorState attribute) KNOWLEDGE (nemo_gym.config_types.Domain attribute) L license (nemo_gym.config_types.DatasetConfig attribute) limit (nemo_gym.rollout_collection.RolloutCollectionConfig attribute) load_and_validate_server_instance_configs() (nemo_gym.train_data_utils.TrainDataProcessor method) load_config_from_global_config() (nemo_gym.server_utils.BaseServer class method) load_datasets() (nemo_gym.train_data_utils.TrainDataProcessor method) load_extra_config_paths() (nemo_gym.global_config.GlobalConfigDictParser method) load_from_global_config() (nemo_gym.server_utils.ServerClient class method) load_head_server_config() (nemo_gym.server_utils.ServerClient class method) logit_bias (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) logprobs (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseOutputText attribute) LONG_CONTEXT (nemo_gym.config_types.Domain attribute) M M2 (nemo_gym.train_data_utils.AvgMinMax attribute) main() (in module nemo_gym.dataset_viewer) MAJOR (in module nemo_gym.package_info) MATH (nemo_gym.config_types.Domain attribute) max (nemo_gym.train_data_utils.AvgMinMax attribute) max_completion_tokens (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) MAX_NUM_TRIES (in module nemo_gym.server_utils) max_output_tokens (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) max_tokens (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) max_tool_calls (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) maybe_get_server_instance_config() (in module nemo_gym.config_types) mean (nemo_gym.train_data_utils.AvgMinMax attribute) median (nemo_gym.train_data_utils.AvgMinMax attribute) message (nemo_gym.openai_utils.NeMoGymChoice attribute) messages (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) metadata (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) metrics (nemo_gym.train_data_utils.DatasetValidatorState attribute) min (nemo_gym.train_data_utils.AvgMinMax attribute) MINOR (in module nemo_gym.package_info) mlflow_tracking_token (nemo_gym.gitlab_utils.MLFlowConfig attribute) mlflow_tracking_uri (nemo_gym.gitlab_utils.MLFlowConfig attribute) MLFlowConfig (class in nemo_gym.gitlab_utils) modalities (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) mode (nemo_gym.train_data_utils.TrainDataProcessorConfig attribute) model (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) model_config (nemo_gym.config_types.BaseRunServerTypeConfig attribute) (nemo_gym.config_types.BaseServerInstanceConfig attribute) (nemo_gym.config_types.ResourcesServerTypeConfig attribute) (nemo_gym.config_types.ResponsesAPIAgentServerTypeConfig attribute) (nemo_gym.config_types.ResponsesAPIModelServerTypeConfig attribute) (nemo_gym.dataset_viewer.DatasetViewerVerifyResponse attribute) (nemo_gym.global_config.GlobalConfigDictParserConfig attribute) (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) (nemo_gym.server_utils.ServerClient attribute) (nemo_gym.train_data_utils.AvgMinMax attribute) (nemo_gym.train_data_utils.DatasetMetrics attribute) (nemo_gym.train_data_utils.DatasetValidatorState attribute) model_post_init() (nemo_gym.cli.TestConfig method) ModelServerRef (class in nemo_gym.config_types) module nemo_gym nemo_gym.base_resources_server nemo_gym.base_responses_api_agent nemo_gym.base_responses_api_model nemo_gym.cli nemo_gym.config_types nemo_gym.dataset_orchestrator nemo_gym.dataset_viewer nemo_gym.gitlab_utils nemo_gym.global_config nemo_gym.hf_utils nemo_gym.openai_utils nemo_gym.package_info nemo_gym.rollout_collection nemo_gym.server_utils nemo_gym.train_data_utils Multi-step Multi-turn N n (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) name (nemo_gym.cli.ServerInstanceDisplayConfig attribute) (nemo_gym.config_types.AgentServerRef attribute) (nemo_gym.config_types.BaseRunServerInstanceConfig attribute) (nemo_gym.config_types.BaseServerInstanceConfig attribute) (nemo_gym.config_types.DatasetConfig attribute) (nemo_gym.config_types.ModelServerRef attribute) (nemo_gym.config_types.ResourcesServerRef attribute) (nemo_gym.openai_utils.NeMoGymChatCompletionMessageToolCallFunctionParam attribute) (nemo_gym.openai_utils.NeMoGymFunction attribute) (nemo_gym.openai_utils.NeMoGymResponseFunctionToolCall attribute) nemo_gym module nemo_gym.base_resources_server module nemo_gym.base_responses_api_agent module nemo_gym.base_responses_api_model module nemo_gym.cli module nemo_gym.config_types module nemo_gym.dataset_orchestrator module nemo_gym.dataset_viewer module nemo_gym.gitlab_utils module nemo_gym.global_config module nemo_gym.hf_utils module nemo_gym.openai_utils module nemo_gym.package_info module nemo_gym.rollout_collection module nemo_gym.server_utils module nemo_gym.train_data_utils module NEMO_GYM_CONFIG_DICT_ENV_VAR_NAME (in module nemo_gym.global_config) NEMO_GYM_CONFIG_PATH_ENV_VAR_NAME (in module nemo_gym.global_config) NEMO_GYM_RESERVED_TOP_LEVEL_KEYS (in module nemo_gym.global_config) NeMoGymAsyncOpenAI (class in nemo_gym.openai_utils) NeMoGymChatCompletion (class in nemo_gym.openai_utils) NeMoGymChatCompletionAssistantMessageForTrainingParam (class in nemo_gym.openai_utils) NeMoGymChatCompletionAssistantMessageParam (class in nemo_gym.openai_utils) NeMoGymChatCompletionContentPartTextParam (class in nemo_gym.openai_utils) NeMoGymChatCompletionCreateParamsNonStreaming (class in nemo_gym.openai_utils) NeMoGymChatCompletionDeveloperMessageParam (class in nemo_gym.openai_utils) NeMoGymChatCompletionMessage (class in nemo_gym.openai_utils) NeMoGymChatCompletionMessageForTraining (class in nemo_gym.openai_utils) NeMoGymChatCompletionMessageParam (in module nemo_gym.openai_utils) NeMoGymChatCompletionMessageToolCall (class in nemo_gym.openai_utils) NeMoGymChatCompletionMessageToolCallFunctionParam (class in nemo_gym.openai_utils) NeMoGymChatCompletionMessageToolCallParam (class in nemo_gym.openai_utils) NeMoGymChatCompletionSystemMessageParam (class in nemo_gym.openai_utils) NeMoGymChatCompletionToolMessageParam (class in nemo_gym.openai_utils) NeMoGymChatCompletionToolParam (class in nemo_gym.openai_utils) NeMoGymChatCompletionUserMessageParam (class in nemo_gym.openai_utils) NeMoGymChoice (class in nemo_gym.openai_utils) NeMoGymContent (in module nemo_gym.openai_utils) NeMoGymEasyInputMessage (class in nemo_gym.openai_utils) NeMoGymEasyInputMessageForTraining (class in nemo_gym.openai_utils) NeMoGymFunction (class in nemo_gym.openai_utils) NeMoGymFunctionCallOutput (class in nemo_gym.openai_utils) NeMoGymFunctionDefinition (class in nemo_gym.openai_utils) NeMoGymFunctionToolParam (class in nemo_gym.openai_utils) NeMoGymMessage (class in nemo_gym.openai_utils) NeMoGymMessageForTraining (class in nemo_gym.openai_utils) NeMoGymResponse (class in nemo_gym.openai_utils) NeMoGymResponseCreateParamsNonStreaming (class in nemo_gym.openai_utils) NeMoGymResponseFunctionToolCall (class in nemo_gym.openai_utils) NeMoGymResponseFunctionToolCallForTraining (class in nemo_gym.openai_utils) NeMoGymResponseInput (in module nemo_gym.openai_utils) NeMoGymResponseInputItem (in module nemo_gym.openai_utils) NeMoGymResponseInputText (class in nemo_gym.openai_utils) NeMoGymResponseOutputItem (in module nemo_gym.openai_utils) NeMoGymResponseOutputMessage (class in nemo_gym.openai_utils) NeMoGymResponseOutputMessageForTraining (class in nemo_gym.openai_utils) NeMoGymResponseOutputRefusal (class in nemo_gym.openai_utils) NeMoGymResponseOutputText (class in nemo_gym.openai_utils) NeMoGymResponseReasoningItem (class in nemo_gym.openai_utils) NeMoGymResponseReasoningItemForTraining (class in nemo_gym.openai_utils) NeMoGymSummary (class in nemo_gym.openai_utils) NO_MODEL_GLOBAL_CONFIG_DICT (nemo_gym.global_config.GlobalConfigDictParserConfig attribute) num_repeats (nemo_gym.config_types.DatasetConfig attribute) (nemo_gym.rollout_collection.RolloutCollectionConfig attribute) num_samples_in_parallel (nemo_gym.rollout_collection.RolloutCollectionConfig attribute) number_of_examples (nemo_gym.train_data_utils.DatasetMetrics attribute) number_of_tools (nemo_gym.train_data_utils.DatasetMetrics attribute) number_of_turns (nemo_gym.train_data_utils.DatasetMetrics attribute) O observe() (nemo_gym.train_data_utils.AvgMinMax method) offending_example_idxs (nemo_gym.train_data_utils.DatasetValidatorState attribute) Online vs Offline Training Orchestration OTHER (nemo_gym.config_types.Domain attribute) other_metrics (nemo_gym.train_data_utils.DatasetValidatorState attribute) output (nemo_gym.openai_utils.NeMoGymFunctionCallOutput attribute) (nemo_gym.openai_utils.NeMoGymResponse attribute) output_dirpath (nemo_gym.train_data_utils.TrainDataProcessorConfig attribute) output_fpath (nemo_gym.config_types.DownloadJsonlDatasetGitlabConfig attribute) (nemo_gym.config_types.DownloadJsonlDatasetHuggingFaceConfig attribute) output_jsonl_fpath (nemo_gym.rollout_collection.RolloutCollectionConfig attribute) P parallel_tool_calls (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) PARENT_DIR (in module nemo_gym) parse() (nemo_gym.global_config.GlobalConfigDictParser method) parse_global_config_dict_from_cli() (nemo_gym.global_config.GlobalConfigDictParser method) parse_no_environment() (nemo_gym.global_config.GlobalConfigDictParser method) PATCH (in module nemo_gym.package_info) pid (nemo_gym.cli.ServerInstanceDisplayConfig attribute) Policy Model POLICY_API_KEY_KEY_NAME (in module nemo_gym.global_config) POLICY_BASE_URL_KEY_NAME (in module nemo_gym.global_config) POLICY_MODEL_NAME_KEY_NAME (in module nemo_gym.global_config) poll() (nemo_gym.cli.RunHelper method) poll_for_status() (nemo_gym.server_utils.ServerClient method) port (nemo_gym.cli.ServerInstanceDisplayConfig attribute) (nemo_gym.config_types.BaseRunServerTypeConfig attribute) (nemo_gym.config_types.BaseServerConfig attribute) post() (nemo_gym.server_utils.ServerClient method) postprocess_other_metrics() (in module nemo_gym.train_data_utils) pre_process() (nemo_gym.config_types.BaseNeMoGymCLIConfig class method) PRE_RELEASE (in module nemo_gym.package_info) prediction (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) Preference Pairs prepare_data() (in module nemo_gym.train_data_utils) presence_penalty (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) previous_response_id (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) process_name (nemo_gym.cli.ServerInstanceDisplayConfig attribute) profiling_enabled (nemo_gym.server_utils.ProfilingMiddlewareConfig attribute) profiling_results_dirpath (nemo_gym.server_utils.ProfilingMiddlewareInputConfig attribute) ProfilingMiddlewareConfig (class in nemo_gym.server_utils) ProfilingMiddlewareInputConfig (class in nemo_gym.server_utils) prompt (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) prompt_token_ids (nemo_gym.openai_utils.TokenIDLogProbMixin attribute) (nemo_gym.openai_utils.TokenIDLogProbTypedDictMixin attribute) PYTHON_VERSION_KEY_NAME (in module nemo_gym.global_config) R raise_for_status() (in module nemo_gym.server_utils) RATE_LIMIT_ERROR_CODES (in module nemo_gym.openai_utils) reasoning (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) reasoning_effort (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) refusal (nemo_gym.openai_utils.NeMoGymResponseOutputRefusal attribute) repo_id (nemo_gym.config_types.DownloadJsonlDatasetHuggingFaceConfig attribute) request() (in module nemo_gym.server_utils) (nemo_gym.server_utils.ServerClient method) resource_config_path (nemo_gym.config_types.BaseUploadJsonlDatasetHuggingFaceConfig attribute) resources_servers (nemo_gym.config_types.ResourcesServerTypeConfig attribute) ResourcesServerInstanceConfig (class in nemo_gym.config_types) ResourcesServerRef (class in nemo_gym.config_types) ResourcesServerTypeConfig (class in nemo_gym.config_types) response (nemo_gym.base_resources_server.BaseVerifyRequest attribute) response_format (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) Responses API responses() (nemo_gym.base_responses_api_agent.SimpleResponsesAPIAgent method) (nemo_gym.base_responses_api_model.SimpleResponsesAPIModel method) responses_api_agents (nemo_gym.config_types.ResponsesAPIAgentServerTypeConfig attribute) responses_api_models (nemo_gym.config_types.ResponsesAPIModelServerTypeConfig attribute) responses_create_params (nemo_gym.base_resources_server.BaseRunRequest attribute) (nemo_gym.rollout_collection.RolloutCollectionConfig attribute) RESPONSES_TO_TRAIN (in module nemo_gym.openai_utils) ResponsesAPIAgentServerInstanceConfig (class in nemo_gym.config_types) ResponsesAPIAgentServerTypeConfig (class in nemo_gym.config_types) ResponsesAPIModelServerInstanceConfig (class in nemo_gym.config_types) ResponsesAPIModelServerTypeConfig (class in nemo_gym.config_types) RESULTS_DIR (in module nemo_gym) RETRY_ERROR_CODES (in module nemo_gym.openai_utils) reward (nemo_gym.base_resources_server.BaseVerifyResponse attribute) Reward / Reward Signal RL (Reinforcement Learning) role (nemo_gym.openai_utils.NeMoGymEasyInputMessage attribute) (nemo_gym.openai_utils.NeMoGymMessage attribute) (nemo_gym.openai_utils.NeMoGymResponseOutputMessage attribute) Rollout / Trajectory Rollout Batch Rollout Collection rollout_to_messages() (in module nemo_gym.dataset_viewer) RolloutCollectionConfig (class in nemo_gym.rollout_collection) RolloutCollectionHelper (class in nemo_gym.rollout_collection) ROOT_DIR (in module nemo_gym) run() (in module nemo_gym.cli) (nemo_gym.base_responses_api_agent.SimpleResponsesAPIAgent method) (nemo_gym.train_data_utils.TrainDataProcessor method) run_examples() (nemo_gym.rollout_collection.RolloutCollectionHelper method) run_forever() (nemo_gym.cli.RunHelper method) run_from_config() (nemo_gym.rollout_collection.RolloutCollectionHelper method) run_webserver() (nemo_gym.server_utils.HeadServer class method) (nemo_gym.server_utils.SimpleServer class method) RunConfig (class in nemo_gym.cli) RunHelper (class in nemo_gym.cli) S SAFETY (nemo_gym.config_types.Domain attribute) seed (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) seed_session() (nemo_gym.base_resources_server.SimpleResourcesServer method) server_client (nemo_gym.server_utils.SimpleServer attribute) server_type (nemo_gym.cli.ServerInstanceDisplayConfig attribute) SERVER_TYPE (nemo_gym.config_types.BaseServerTypeConfig attribute) (nemo_gym.config_types.ResourcesServerTypeConfig attribute) (nemo_gym.config_types.ResponsesAPIAgentServerTypeConfig attribute) (nemo_gym.config_types.ResponsesAPIModelServerTypeConfig attribute) server_type_config_dict (nemo_gym.config_types.BaseServerInstanceConfig attribute) ServerClient (class in nemo_gym.server_utils) ServerInstanceConfig (in module nemo_gym.config_types) ServerInstanceConfigTypeAdapter (in module nemo_gym.config_types) ServerInstanceDisplayConfig (class in nemo_gym.cli) ServerRef (in module nemo_gym.config_types) ServerRefTypeAdapter (in module nemo_gym.config_types) ServerStatus (in module nemo_gym.server_utils) ServerTypeConfig (in module nemo_gym.config_types) Service Discovery service_tier (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) SESSION_ID_KEY (in module nemo_gym.server_utils) set_global_aiohttp_client() (in module nemo_gym.server_utils) set_global_config_dict() (in module nemo_gym.global_config) set_ulimit() (nemo_gym.server_utils.SimpleServer method) setup_exception_middleware() (nemo_gym.server_utils.SimpleServer method) setup_profiling() (nemo_gym.server_utils.SimpleServer method) setup_server_client() (nemo_gym.rollout_collection.RolloutCollectionHelper method) setup_session_middleware() (nemo_gym.server_utils.SimpleServer method) setup_webserver() (nemo_gym.base_resources_server.SimpleResourcesServer method) (nemo_gym.base_responses_api_agent.SimpleResponsesAPIAgent method) (nemo_gym.base_responses_api_model.SimpleResponsesAPIModel method) (nemo_gym.server_utils.HeadServer method) (nemo_gym.server_utils.SimpleServer method) SFT (Supervised Fine-Tuning) should_download (nemo_gym.train_data_utils.TrainDataProcessorConfig attribute) should_validate_data (nemo_gym.cli.TestConfig attribute) shutdown() (nemo_gym.cli.RunHelper method) SimpleResourcesServer (class in nemo_gym.base_resources_server) SimpleResponsesAPIAgent (class in nemo_gym.base_responses_api_agent) SimpleResponsesAPIModel (class in nemo_gym.base_responses_api_model) SimpleServer (class in nemo_gym.server_utils) skip_load_from_cli (nemo_gym.global_config.GlobalConfigDictParserConfig attribute) skip_load_from_dotenv (nemo_gym.global_config.GlobalConfigDictParserConfig attribute) start() (nemo_gym.cli.RunHelper method) status (nemo_gym.openai_utils.NeMoGymFunctionCallOutput attribute) (nemo_gym.openai_utils.NeMoGymMessage attribute) (nemo_gym.openai_utils.NeMoGymResponseFunctionToolCall attribute) (nemo_gym.openai_utils.NeMoGymResponseOutputMessage attribute) stddev (nemo_gym.train_data_utils.AvgMinMax attribute) stop (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) store (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) stream (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) stream_options (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) StringMetrics (class in nemo_gym.train_data_utils) summary (nemo_gym.openai_utils.NeMoGymResponseReasoningItem attribute) T Task Task Instance tdigest (nemo_gym.train_data_utils.AvgMinMax attribute) temperature (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) (nemo_gym.train_data_utils.DatasetMetrics attribute) test() (in module nemo_gym.cli) test_all() (in module nemo_gym.cli) TestAllConfig (class in nemo_gym.cli) TestConfig (class in nemo_gym.cli) text (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseOutputText attribute) TokenIDLogProbMixin (class in nemo_gym.openai_utils) TokenIDLogProbTypedDictMixin (class in nemo_gym.openai_utils) Tool Use / Function Calling tool_calls (nemo_gym.openai_utils.NeMoGymChatCompletionAssistantMessageParam attribute) (nemo_gym.openai_utils.NeMoGymChatCompletionMessage attribute) tool_choice (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) tools (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) top_logprobs (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) top_p (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) total (nemo_gym.train_data_utils.AvgMinMax attribute) total_count (nemo_gym.train_data_utils.StringMetrics attribute) Trace TrainDataProcessor (class in nemo_gym.train_data_utils) TrainDataProcessorConfig (class in nemo_gym.train_data_utils) truncation (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) type (nemo_gym.config_types.AgentServerRef attribute) (nemo_gym.config_types.DatasetConfig attribute) (nemo_gym.config_types.ModelServerRef attribute) (nemo_gym.config_types.ResourcesServerRef attribute) (nemo_gym.openai_utils.NeMoGymEasyInputMessage attribute) (nemo_gym.openai_utils.NeMoGymFunctionCallOutput attribute) (nemo_gym.openai_utils.NeMoGymMessage attribute) (nemo_gym.openai_utils.NeMoGymResponseFunctionToolCall attribute) (nemo_gym.openai_utils.NeMoGymResponseOutputMessage attribute) (nemo_gym.openai_utils.NeMoGymResponseOutputRefusal attribute) (nemo_gym.openai_utils.NeMoGymResponseOutputText attribute) (nemo_gym.openai_utils.NeMoGymResponseReasoningItem attribute) U unique_count (nemo_gym.train_data_utils.StringMetrics attribute) upload_jsonl_dataset() (in module nemo_gym.gitlab_utils) (in module nemo_gym.hf_utils) upload_jsonl_dataset_cli() (in module nemo_gym.gitlab_utils) upload_jsonl_dataset_to_hf_and_delete_gitlab_cli() (in module nemo_gym.dataset_orchestrator) upload_jsonl_dataset_to_hf_cli() (in module nemo_gym.dataset_orchestrator) upload_jsonl_dataset_to_hf_maybe_delete() (in module nemo_gym.dataset_orchestrator) UploadJsonlDatasetGitlabConfig (class in nemo_gym.config_types) UploadJsonlDatasetHuggingFaceConfig (class in nemo_gym.config_types) UploadJsonlDatasetHuggingFaceMaybeDeleteConfig (class in nemo_gym.config_types) url (nemo_gym.cli.ServerInstanceDisplayConfig attribute) user (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute) (nemo_gym.openai_utils.NeMoGymResponseCreateParamsNonStreaming attribute) uvicorn_logging_show_200_ok (nemo_gym.server_utils.UvicornLoggingConfig attribute) UvicornLoggingConfig (class in nemo_gym.server_utils) V validate_and_populate_defaults() (nemo_gym.global_config.GlobalConfigDictParser method) validate_domain_for_resource_server() (nemo_gym.config_types.BaseServerInstanceConfig method) validate_samples_and_aggregate_metrics() (nemo_gym.train_data_utils.TrainDataProcessor method) Verifier verify() (nemo_gym.base_resources_server.SimpleResourcesServer method) VERSION (in module nemo_gym.package_info) version (nemo_gym.config_types.DownloadJsonlDatasetGitlabConfig attribute) (nemo_gym.config_types.JsonlDatasetGitlabIdentifer attribute) (nemo_gym.config_types.UploadJsonlDatasetGitlabConfig attribute) vLLM W wait_for_spinup() (nemo_gym.cli.RunHelper method) web_search_options (nemo_gym.openai_utils.NeMoGymChatCompletionCreateParamsNonStreaming attribute)
