> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/curator/v26.04/api/reference/api-reference/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/curator/_mcp/server.

# API Reference

## Docs

- [nemo_curator](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator.md)
- [nemo_curator.backends](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends.md)
- [nemo_curator.backends.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/base.md)
- [nemo_curator.backends.failed_task_markers](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/failed_task_markers.md)
- [nemo_curator.backends.internal](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/internal.md)
- [nemo_curator.backends.internal.raft](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/internal/raft.md)
- [nemo_curator.backends.internal.raft.ray_comms](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/internal/raft/ray_comms.md)
- [nemo_curator.backends.ray_actor_pool](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/ray_actor_pool.md)
- [nemo_curator.backends.ray_actor_pool.adapter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/ray_actor_pool/adapter.md)
- [nemo_curator.backends.ray_actor_pool.executor](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/ray_actor_pool/executor.md)
- [nemo_curator.backends.ray_actor_pool.raft_adapter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/ray_actor_pool/raft_adapter.md)
- [nemo_curator.backends.ray_actor_pool.shuffle_adapter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/ray_actor_pool/shuffle_adapter.md)
- [nemo_curator.backends.ray_actor_pool.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/ray_actor_pool/utils.md)
- [nemo_curator.backends.ray_data](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/ray_data.md)
- [nemo_curator.backends.ray_data.adapter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/ray_data/adapter.md)
- [nemo_curator.backends.ray_data.diagnostics](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/ray_data/diagnostics.md)
- [nemo_curator.backends.ray_data.executor](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/ray_data/executor.md)
- [nemo_curator.backends.ray_data.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/ray_data/utils.md)
- [nemo_curator.backends.slurm_array](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/slurm_array.md)
- [nemo_curator.backends.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/utils.md)
- [nemo_curator.backends.xenna](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/xenna.md)
- [nemo_curator.backends.xenna.adapter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/xenna/adapter.md)
- [nemo_curator.backends.xenna.executor](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/backends/xenna/executor.md)
- [nemo_curator.config](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/config.md)
- [nemo_curator.config.run](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/config/run.md)
- [nemo_curator.core](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core.md)
- [nemo_curator.core.client](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/client.md)
- [nemo_curator.core.constants](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/constants.md)
- [nemo_curator.core.serve](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve.md)
- [nemo_curator.core.serve.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/base.md)
- [nemo_curator.core.serve.constants](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/constants.md)
- [nemo_curator.core.serve.dynamo](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/dynamo.md)
- [nemo_curator.core.serve.dynamo.backend](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/dynamo/backend.md)
- [nemo_curator.core.serve.dynamo.config](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/dynamo/config.md)
- [nemo_curator.core.serve.dynamo.constants](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/dynamo/constants.md)
- [nemo_curator.core.serve.dynamo.infra](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/dynamo/infra.md)
- [nemo_curator.core.serve.dynamo.vllm](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/dynamo/vllm.md)
- [nemo_curator.core.serve.placement](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/placement.md)
- [nemo_curator.core.serve.ray_serve](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/ray_serve.md)
- [nemo_curator.core.serve.ray_serve.backend](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/ray_serve/backend.md)
- [nemo_curator.core.serve.ray_serve.config](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/ray_serve/config.md)
- [nemo_curator.core.serve.server](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/server.md)
- [nemo_curator.core.serve.subprocess_mgr](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/serve/subprocess_mgr.md)
- [nemo_curator.core.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/core/utils.md)
- [nemo_curator.eval](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/eval.md)
- [nemo_curator.eval.llm_judge](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/eval/llm_judge.md)
- [nemo_curator.eval.llm_judge.workflow](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/eval/llm_judge/workflow.md)
- [nemo_curator.metrics](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/metrics.md)
- [nemo_curator.metrics.constants](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/metrics/constants.md)
- [nemo_curator.metrics.start_prometheus_grafana](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/metrics/start_prometheus_grafana.md)
- [nemo_curator.metrics.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/metrics/utils.md)
- [nemo_curator.models](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models.md)
- [nemo_curator.models.aesthetics](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/aesthetics.md)
- [nemo_curator.models.asr](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/asr.md)
- [nemo_curator.models.asr.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/asr/base.md)
- [nemo_curator.models.asr.faster_whisper](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/asr/faster_whisper.md)
- [nemo_curator.models.asr.indic_canary](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/asr/indic_canary.md)
- [nemo_curator.models.asr.indic_parakeet_rnnt_tensorrt](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/asr/indic_parakeet_rnnt_tensorrt.md)
- [nemo_curator.models.asr.nemo_asr](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/asr/nemo_asr.md)
- [nemo_curator.models.asr.qwen_asr](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/asr/qwen_asr.md)
- [nemo_curator.models.asr.qwen_omni](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/asr/qwen_omni.md)
- [nemo_curator.models.audio](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/audio.md)
- [nemo_curator.models.audio.indic_conformer_hybrid](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/audio/indic_conformer_hybrid.md)
- [nemo_curator.models.audio.sed](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/audio/sed.md)
- [nemo_curator.models.audio.sed.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/audio/sed/base.md)
- [nemo_curator.models.audio.sed.build_sed_tensorrt_engine](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/audio/sed/build_sed_tensorrt_engine.md)
- [nemo_curator.models.audio.sed.cnn14](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/audio/sed/cnn14.md)
- [nemo_curator.models.audio.sed.panns](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/audio/sed/panns.md)
- [nemo_curator.models.audio.sed.tensorrt](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/audio/sed/tensorrt.md)
- [nemo_curator.models.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/base.md)
- [nemo_curator.models.client](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/client.md)
- [nemo_curator.models.client.llm_client](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/client/llm_client.md)
- [nemo_curator.models.client.openai_client](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/client/openai_client.md)
- [nemo_curator.models.clip](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/clip.md)
- [nemo_curator.models.cosmos_embed1](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/cosmos_embed1.md)
- [nemo_curator.models.nemotron_3_nano_omni](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/nemotron_3_nano_omni.md)
- [nemo_curator.models.nemotron_h_vl](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/nemotron_h_vl.md)
- [nemo_curator.models.nsfw](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/nsfw.md)
- [nemo_curator.models.omni](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/omni.md)
- [nemo_curator.models.omni.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/omni/base.md)
- [nemo_curator.models.prompt_formatter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/prompt_formatter.md)
- [nemo_curator.models.qwen_lm](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/qwen_lm.md)
- [nemo_curator.models.qwen_vl](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/qwen_vl.md)
- [nemo_curator.models.transnetv2](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/transnetv2.md)
- [nemo_curator.models.vllm_model](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/models/vllm_model.md)
- [nemo_curator.package_info](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/package_info.md)
- [nemo_curator.pipeline](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/pipeline.md)
- [nemo_curator.pipeline.pipeline](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/pipeline/pipeline.md)
- [nemo_curator.pipeline.workflow](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/pipeline/workflow.md)
- [nemo_curator.stages](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages.md)
- [nemo_curator.stages.audio](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio.md)
- [nemo_curator.stages.audio.advanced_pipelines](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/advanced_pipelines.md)
- [nemo_curator.stages.audio.advanced_pipelines.audio_data_filter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/advanced_pipelines/audio_data_filter.md)
- [nemo_curator.stages.audio.advanced_pipelines.audio_data_filter.audio_data_filter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/advanced_pipelines/audio_data_filter/audio_data_filter.md)
- [nemo_curator.stages.audio.advanced_pipelines.audio_data_filter.config](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/advanced_pipelines/audio_data_filter/config.md)
- [nemo_curator.stages.audio.alm](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/alm.md)
- [nemo_curator.stages.audio.alm.alm_data_builder](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/alm/alm_data_builder.md)
- [nemo_curator.stages.audio.alm.alm_data_overlap](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/alm/alm_data_overlap.md)
- [nemo_curator.stages.audio.alm.pretrain](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/alm/pretrain.md)
- [nemo_curator.stages.audio.alm.pretrain.extraction](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/alm/pretrain/extraction.md)
- [nemo_curator.stages.audio.alm.pretrain.finalize](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/alm/pretrain/finalize.md)
- [nemo_curator.stages.audio.alm.pretrain.io](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/alm/pretrain/io.md)
- [nemo_curator.stages.audio.alm.pretrain.pipeline](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/alm/pretrain/pipeline.md)
- [nemo_curator.stages.audio.alm.pretrain.planning](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/alm/pretrain/planning.md)
- [nemo_curator.stages.audio.alm.pretrain.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/alm/pretrain/utils.md)
- [nemo_curator.stages.audio.common](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/common.md)
- [nemo_curator.stages.audio.datasets](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/datasets.md)
- [nemo_curator.stages.audio.datasets.file_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/datasets/file_utils.md)
- [nemo_curator.stages.audio.datasets.fleurs](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/datasets/fleurs.md)
- [nemo_curator.stages.audio.datasets.fleurs.create_initial_manifest](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/datasets/fleurs/create_initial_manifest.md)
- [nemo_curator.stages.audio.datasets.readspeech](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/datasets/readspeech.md)
- [nemo_curator.stages.audio.datasets.readspeech.create_initial_manifest](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/datasets/readspeech/create_initial_manifest.md)
- [nemo_curator.stages.audio.filtering](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/filtering.md)
- [nemo_curator.stages.audio.filtering.band](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/filtering/band.md)
- [nemo_curator.stages.audio.filtering.band_filter_module](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/filtering/band_filter_module.md)
- [nemo_curator.stages.audio.filtering.band_filter_module.features](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/filtering/band_filter_module/features.md)
- [nemo_curator.stages.audio.filtering.band_filter_module.predict](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/filtering/band_filter_module/predict.md)
- [nemo_curator.stages.audio.filtering.sigmos](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/filtering/sigmos.md)
- [nemo_curator.stages.audio.filtering.utmos](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/filtering/utmos.md)
- [nemo_curator.stages.audio.inference](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference.md)
- [nemo_curator.stages.audio.inference.asr](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/asr.md)
- [nemo_curator.stages.audio.inference.asr.stage](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/asr/stage.md)
- [nemo_curator.stages.audio.inference.audio_chunking](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/audio_chunking.md)
- [nemo_curator.stages.audio.inference.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/base.md)
- [nemo_curator.stages.audio.inference.indic_canary](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/indic_canary.md)
- [nemo_curator.stages.audio.inference.indic_canary_trtllm_runtime](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/indic_canary_trtllm_runtime.md)
- [nemo_curator.stages.audio.inference.indic_conformer_hybrid](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/indic_conformer_hybrid.md)
- [nemo_curator.stages.audio.inference.indic_conformer_tensorrt](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/indic_conformer_tensorrt.md)
- [nemo_curator.stages.audio.inference.parakeet](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/parakeet.md)
- [nemo_curator.stages.audio.inference.scripts](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/scripts.md)
- [nemo_curator.stages.audio.inference.scripts.build_indic_conformer_tensorrt_engine](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/scripts/build_indic_conformer_tensorrt_engine.md)
- [nemo_curator.stages.audio.inference.scripts.build_indic_parakeet_rnnt_tensorrt_engine](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/scripts/build_indic_parakeet_rnnt_tensorrt_engine.md)
- [nemo_curator.stages.audio.inference.scripts.tensorrt_encoder_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/scripts/tensorrt_encoder_utils.md)
- [nemo_curator.stages.audio.inference.sed](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/sed.md)
- [nemo_curator.stages.audio.inference.sed.stage](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/sed/stage.md)
- [nemo_curator.stages.audio.inference.speaker_diarization](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/speaker_diarization.md)
- [nemo_curator.stages.audio.inference.speaker_diarization.pyannote](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/speaker_diarization/pyannote.md)
- [nemo_curator.stages.audio.inference.speaker_diarization.sortformer](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/speaker_diarization/sortformer.md)
- [nemo_curator.stages.audio.inference.tensorrt_encoder](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/tensorrt_encoder.md)
- [nemo_curator.stages.audio.inference.vad](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/vad.md)
- [nemo_curator.stages.audio.inference.vad.whisperx_vad](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/inference/vad/whisperx_vad.md)
- [nemo_curator.stages.audio.io](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/io.md)
- [nemo_curator.stages.audio.io.convert](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/io/convert.md)
- [nemo_curator.stages.audio.io.extract_segments](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/io/extract_segments.md)
- [nemo_curator.stages.audio.metrics](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/metrics.md)
- [nemo_curator.stages.audio.metrics.bandwidth](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/metrics/bandwidth.md)
- [nemo_curator.stages.audio.metrics.squim](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/metrics/squim.md)
- [nemo_curator.stages.audio.metrics.wer](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/metrics/wer.md)
- [nemo_curator.stages.audio.model_input_segmentation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/model_input_segmentation.md)
- [nemo_curator.stages.audio.postprocessing](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/postprocessing.md)
- [nemo_curator.stages.audio.postprocessing.sed_postprocessing](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/postprocessing/sed_postprocessing.md)
- [nemo_curator.stages.audio.postprocessing.sed_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/postprocessing/sed_utils.md)
- [nemo_curator.stages.audio.postprocessing.timestamp_mapper](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/postprocessing/timestamp_mapper.md)
- [nemo_curator.stages.audio.preprocessing](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/preprocessing.md)
- [nemo_curator.stages.audio.preprocessing.concatenation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/preprocessing/concatenation.md)
- [nemo_curator.stages.audio.preprocessing.mono_conversion](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/preprocessing/mono_conversion.md)
- [nemo_curator.stages.audio.segmentation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/segmentation.md)
- [nemo_curator.stages.audio.segmentation.speaker_separation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/segmentation/speaker_separation.md)
- [nemo_curator.stages.audio.segmentation.speaker_separation_module](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/segmentation/speaker_separation_module.md)
- [nemo_curator.stages.audio.segmentation.speaker_separation_module.speaker_sep](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/segmentation/speaker_separation_module/speaker_sep.md)
- [nemo_curator.stages.audio.segmentation.vad_segmentation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/segmentation/vad_segmentation.md)
- [nemo_curator.stages.audio.tagging](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/tagging.md)
- [nemo_curator.stages.audio.tagging.inference](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/tagging/inference.md)
- [nemo_curator.stages.audio.tagging.inference.nemo_asr_align](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/tagging/inference/nemo_asr_align.md)
- [nemo_curator.stages.audio.tagging.merge_alignment_diarization](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/tagging/merge_alignment_diarization.md)
- [nemo_curator.stages.audio.tagging.prepare_module_segments](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/tagging/prepare_module_segments.md)
- [nemo_curator.stages.audio.tagging.resample_audio](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/tagging/resample_audio.md)
- [nemo_curator.stages.audio.tagging.split](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/tagging/split.md)
- [nemo_curator.stages.audio.tagging.text](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/tagging/text.md)
- [nemo_curator.stages.audio.tagging.text.chinese_conversion](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/tagging/text/chinese_conversion.md)
- [nemo_curator.stages.audio.tagging.text.itn](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/tagging/text/itn.md)
- [nemo_curator.stages.audio.tagging.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/tagging/utils.md)
- [nemo_curator.stages.audio.text_filtering](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/text_filtering.md)
- [nemo_curator.stages.audio.text_filtering.abbreviation_concat](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/text_filtering/abbreviation_concat.md)
- [nemo_curator.stages.audio.text_filtering.disfluency_wer_guard](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/text_filtering/disfluency_wer_guard.md)
- [nemo_curator.stages.audio.text_filtering.regex_substitution](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/text_filtering/regex_substitution.md)
- [nemo_curator.stages.audio.text_filtering.scriptio_continua](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/text_filtering/scriptio_continua.md)
- [nemo_curator.stages.audio.text_filtering.select_best_prediction](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/text_filtering/select_best_prediction.md)
- [nemo_curator.stages.audio.text_filtering.text_metrics](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/text_filtering/text_metrics.md)
- [nemo_curator.stages.audio.text_filtering.whisper_hallucination](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/audio/text_filtering/whisper_hallucination.md)
- [nemo_curator.stages.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/base.md)
- [nemo_curator.stages.client_partitioning](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/client_partitioning.md)
- [nemo_curator.stages.deduplication](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication.md)
- [nemo_curator.stages.deduplication.exact](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/exact.md)
- [nemo_curator.stages.deduplication.exact.identification](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/exact/identification.md)
- [nemo_curator.stages.deduplication.exact.workflow](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/exact/workflow.md)
- [nemo_curator.stages.deduplication.fuzzy](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/fuzzy.md)
- [nemo_curator.stages.deduplication.fuzzy.buckets_to_edges](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/fuzzy/buckets_to_edges.md)
- [nemo_curator.stages.deduplication.fuzzy.connected_components](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/fuzzy/connected_components.md)
- [nemo_curator.stages.deduplication.fuzzy.identify_duplicates](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/fuzzy/identify_duplicates.md)
- [nemo_curator.stages.deduplication.fuzzy.lsh](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/fuzzy/lsh.md)
- [nemo_curator.stages.deduplication.fuzzy.lsh.lsh](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/fuzzy/lsh/lsh.md)
- [nemo_curator.stages.deduplication.fuzzy.lsh.stage](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/fuzzy/lsh/stage.md)
- [nemo_curator.stages.deduplication.fuzzy.minhash](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/fuzzy/minhash.md)
- [nemo_curator.stages.deduplication.fuzzy.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/fuzzy/utils.md)
- [nemo_curator.stages.deduplication.fuzzy.workflow](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/fuzzy/workflow.md)
- [nemo_curator.stages.deduplication.gpu_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/gpu_utils.md)
- [nemo_curator.stages.deduplication.id_generator](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/id_generator.md)
- [nemo_curator.stages.deduplication.io_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/io_utils.md)
- [nemo_curator.stages.deduplication.semantic](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/semantic.md)
- [nemo_curator.stages.deduplication.semantic.identify_duplicates](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/semantic/identify_duplicates.md)
- [nemo_curator.stages.deduplication.semantic.kmeans](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/semantic/kmeans.md)
- [nemo_curator.stages.deduplication.semantic.pairwise](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/semantic/pairwise.md)
- [nemo_curator.stages.deduplication.semantic.pairwise_io](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/semantic/pairwise_io.md)
- [nemo_curator.stages.deduplication.semantic.ranking](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/semantic/ranking.md)
- [nemo_curator.stages.deduplication.semantic.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/semantic/utils.md)
- [nemo_curator.stages.deduplication.semantic.workflow](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/semantic/workflow.md)
- [nemo_curator.stages.deduplication.shuffle_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/shuffle_utils.md)
- [nemo_curator.stages.deduplication.shuffle_utils.rapidsmpf_shuffler](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/shuffle_utils/rapidsmpf_shuffler.md)
- [nemo_curator.stages.deduplication.shuffle_utils.stage](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/deduplication/shuffle_utils/stage.md)
- [nemo_curator.stages.file_partitioning](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/file_partitioning.md)
- [nemo_curator.stages.function_decorators](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/function_decorators.md)
- [nemo_curator.stages.image](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/image.md)
- [nemo_curator.stages.image.deduplication](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/image/deduplication.md)
- [nemo_curator.stages.image.deduplication.removal](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/image/deduplication/removal.md)
- [nemo_curator.stages.image.embedders](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/image/embedders.md)
- [nemo_curator.stages.image.embedders.clip_embedder](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/image/embedders/clip_embedder.md)
- [nemo_curator.stages.image.filters](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/image/filters.md)
- [nemo_curator.stages.image.filters.aesthetic_filter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/image/filters/aesthetic_filter.md)
- [nemo_curator.stages.image.filters.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/image/filters/base.md)
- [nemo_curator.stages.image.filters.nsfw_filter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/image/filters/nsfw_filter.md)
- [nemo_curator.stages.image.io](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/image/io.md)
- [nemo_curator.stages.image.io.convert](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/image/io/convert.md)
- [nemo_curator.stages.image.io.image_reader](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/image/io/image_reader.md)
- [nemo_curator.stages.image.io.image_writer](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/image/io/image_writer.md)
- [nemo_curator.stages.interleaved](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved.md)
- [nemo_curator.stages.interleaved.filter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/filter.md)
- [nemo_curator.stages.interleaved.filter.blur_filter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/filter/blur_filter.md)
- [nemo_curator.stages.interleaved.filter.clip_score_filter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/filter/clip_score_filter.md)
- [nemo_curator.stages.interleaved.filter.image_to_text_ratio_filter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/filter/image_to_text_ratio_filter.md)
- [nemo_curator.stages.interleaved.filter.qrcode_filter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/filter/qrcode_filter.md)
- [nemo_curator.stages.interleaved.io](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/io.md)
- [nemo_curator.stages.interleaved.io.reader](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/io/reader.md)
- [nemo_curator.stages.interleaved.io.readers](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/io/readers.md)
- [nemo_curator.stages.interleaved.io.readers.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/io/readers/base.md)
- [nemo_curator.stages.interleaved.io.readers.parquet](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/io/readers/parquet.md)
- [nemo_curator.stages.interleaved.io.readers.webdataset](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/io/readers/webdataset.md)
- [nemo_curator.stages.interleaved.io.writers](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/io/writers.md)
- [nemo_curator.stages.interleaved.io.writers.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/io/writers/base.md)
- [nemo_curator.stages.interleaved.io.writers.tabular](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/io/writers/tabular.md)
- [nemo_curator.stages.interleaved.io.writers.webdataset](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/io/writers/webdataset.md)
- [nemo_curator.stages.interleaved.lance](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/lance.md)
- [nemo_curator.stages.interleaved.lance.reader](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/lance/reader.md)
- [nemo_curator.stages.interleaved.pdf](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/pdf.md)
- [nemo_curator.stages.interleaved.pdf.nemotron_parse](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/pdf/nemotron_parse.md)
- [nemo_curator.stages.interleaved.pdf.nemotron_parse.composite](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/pdf/nemotron_parse/composite.md)
- [nemo_curator.stages.interleaved.pdf.nemotron_parse.inference](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/pdf/nemotron_parse/inference.md)
- [nemo_curator.stages.interleaved.pdf.nemotron_parse.partitioning](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/pdf/nemotron_parse/partitioning.md)
- [nemo_curator.stages.interleaved.pdf.nemotron_parse.postprocess](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/pdf/nemotron_parse/postprocess.md)
- [nemo_curator.stages.interleaved.pdf.nemotron_parse.preprocess](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/pdf/nemotron_parse/preprocess.md)
- [nemo_curator.stages.interleaved.pdf.nemotron_parse.server](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/pdf/nemotron_parse/server.md)
- [nemo_curator.stages.interleaved.pdf.nemotron_parse.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/pdf/nemotron_parse/utils.md)
- [nemo_curator.stages.interleaved.stages](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/stages.md)
- [nemo_curator.stages.interleaved.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/utils.md)
- [nemo_curator.stages.interleaved.utils.constants](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/utils/constants.md)
- [nemo_curator.stages.interleaved.utils.image_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/utils/image_utils.md)
- [nemo_curator.stages.interleaved.utils.materialization](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/utils/materialization.md)
- [nemo_curator.stages.interleaved.utils.schema](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/utils/schema.md)
- [nemo_curator.stages.interleaved.utils.validation_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/interleaved/utils/validation_utils.md)
- [nemo_curator.stages.math](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/math.md)
- [nemo_curator.stages.math.classifiers](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/math/classifiers.md)
- [nemo_curator.stages.math.classifiers.finemath](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/math/classifiers/finemath.md)
- [nemo_curator.stages.math.download](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/math/download.md)
- [nemo_curator.stages.math.download.extract](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/math/download/extract.md)
- [nemo_curator.stages.math.download.html_extractors](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/math/download/html_extractors.md)
- [nemo_curator.stages.math.download.html_extractors.lynx](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/math/download/html_extractors/lynx.md)
- [nemo_curator.stages.math.download.mime_types](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/math/download/mime_types.md)
- [nemo_curator.stages.math.modifiers](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/math/modifiers.md)
- [nemo_curator.stages.math.modifiers.chunking](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/math/modifiers/chunking.md)
- [nemo_curator.stages.math.modifiers.llm_cleanup](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/math/modifiers/llm_cleanup.md)
- [nemo_curator.stages.math.modifiers.merge_chunks](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/math/modifiers/merge_chunks.md)
- [nemo_curator.stages.resources](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/resources.md)
- [nemo_curator.stages.synthetic](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic.md)
- [nemo_curator.stages.synthetic.nemo_data_designer](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/nemo_data_designer.md)
- [nemo_curator.stages.synthetic.nemo_data_designer.data_designer](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/nemo_data_designer/data_designer.md)
- [nemo_curator.stages.synthetic.nemotron_cc](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/nemotron_cc.md)
- [nemo_curator.stages.synthetic.nemotron_cc.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/nemotron_cc/base.md)
- [nemo_curator.stages.synthetic.nemotron_cc.nemo_data_designer](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/nemotron_cc/nemo_data_designer.md)
- [nemo_curator.stages.synthetic.nemotron_cc.nemo_data_designer.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/nemotron_cc/nemo_data_designer/base.md)
- [nemo_curator.stages.synthetic.nemotron_cc.nemo_data_designer.nemotron_cc](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/nemotron_cc/nemo_data_designer/nemotron_cc.md)
- [nemo_curator.stages.synthetic.nemotron_cc.nemotron_cc](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/nemotron_cc/nemotron_cc.md)
- [nemo_curator.stages.synthetic.nemotron_cc.prompts](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/nemotron_cc/prompts.md)
- [nemo_curator.stages.synthetic.omni](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/omni.md)
- [nemo_curator.stages.synthetic.omni.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/omni/base.md)
- [nemo_curator.stages.synthetic.omni.io](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/omni/io.md)
- [nemo_curator.stages.synthetic.omni.ocr_conversationalize](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/omni/ocr_conversationalize.md)
- [nemo_curator.stages.synthetic.omni.ocr_dense_qa](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/omni/ocr_dense_qa.md)
- [nemo_curator.stages.synthetic.omni.ocr_nemotron_v2](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/omni/ocr_nemotron_v2.md)
- [nemo_curator.stages.synthetic.omni.ocr_scoring_qa](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/omni/ocr_scoring_qa.md)
- [nemo_curator.stages.synthetic.omni.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/omni/utils.md)
- [nemo_curator.stages.synthetic.omni.utils.conversation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/omni/utils/conversation.md)
- [nemo_curator.stages.synthetic.qa_multilingual_synthetic](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/synthetic/qa_multilingual_synthetic.md)
- [nemo_curator.stages.text](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text.md)
- [nemo_curator.stages.text.classifiers](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/classifiers.md)
- [nemo_curator.stages.text.classifiers.aegis](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/classifiers/aegis.md)
- [nemo_curator.stages.text.classifiers.aegis_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/classifiers/aegis_utils.md)
- [nemo_curator.stages.text.classifiers.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/classifiers/base.md)
- [nemo_curator.stages.text.classifiers.content_type](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/classifiers/content_type.md)
- [nemo_curator.stages.text.classifiers.domain](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/classifiers/domain.md)
- [nemo_curator.stages.text.classifiers.fineweb_edu](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/classifiers/fineweb_edu.md)
- [nemo_curator.stages.text.classifiers.prompt_task_complexity](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/classifiers/prompt_task_complexity.md)
- [nemo_curator.stages.text.classifiers.quality](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/classifiers/quality.md)
- [nemo_curator.stages.text.classifiers.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/classifiers/utils.md)
- [nemo_curator.stages.text.deduplication](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/deduplication.md)
- [nemo_curator.stages.text.deduplication.removal](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/deduplication/removal.md)
- [nemo_curator.stages.text.deduplication.removal_workflow](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/deduplication/removal_workflow.md)
- [nemo_curator.stages.text.deduplication.semantic](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/deduplication/semantic.md)
- [nemo_curator.stages.text.download](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download.md)
- [nemo_curator.stages.text.download.arxiv](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/arxiv.md)
- [nemo_curator.stages.text.download.arxiv.download](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/arxiv/download.md)
- [nemo_curator.stages.text.download.arxiv.extract](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/arxiv/extract.md)
- [nemo_curator.stages.text.download.arxiv.iterator](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/arxiv/iterator.md)
- [nemo_curator.stages.text.download.arxiv.stage](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/arxiv/stage.md)
- [nemo_curator.stages.text.download.arxiv.url_generation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/arxiv/url_generation.md)
- [nemo_curator.stages.text.download.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/base.md)
- [nemo_curator.stages.text.download.base.download](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/base/download.md)
- [nemo_curator.stages.text.download.base.extract](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/base/extract.md)
- [nemo_curator.stages.text.download.base.iterator](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/base/iterator.md)
- [nemo_curator.stages.text.download.base.stage](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/base/stage.md)
- [nemo_curator.stages.text.download.base.url_generation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/base/url_generation.md)
- [nemo_curator.stages.text.download.common_crawl](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/common_crawl.md)
- [nemo_curator.stages.text.download.common_crawl.download](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/common_crawl/download.md)
- [nemo_curator.stages.text.download.common_crawl.extract](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/common_crawl/extract.md)
- [nemo_curator.stages.text.download.common_crawl.stage](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/common_crawl/stage.md)
- [nemo_curator.stages.text.download.common_crawl.url_generation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/common_crawl/url_generation.md)
- [nemo_curator.stages.text.download.common_crawl.warc_iterator](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/common_crawl/warc_iterator.md)
- [nemo_curator.stages.text.download.html_extractors](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/html_extractors.md)
- [nemo_curator.stages.text.download.html_extractors.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/html_extractors/base.md)
- [nemo_curator.stages.text.download.html_extractors.justext](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/html_extractors/justext.md)
- [nemo_curator.stages.text.download.html_extractors.resiliparse](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/html_extractors/resiliparse.md)
- [nemo_curator.stages.text.download.html_extractors.trafilatura](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/html_extractors/trafilatura.md)
- [nemo_curator.stages.text.download.html_extractors.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/html_extractors/utils.md)
- [nemo_curator.stages.text.download.html_extractors.utils.ja_stopwords](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/html_extractors/utils/ja_stopwords.md)
- [nemo_curator.stages.text.download.html_extractors.utils.th_stopwords](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/html_extractors/utils/th_stopwords.md)
- [nemo_curator.stages.text.download.html_extractors.utils.zh_stopwords](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/html_extractors/utils/zh_stopwords.md)
- [nemo_curator.stages.text.download.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/utils.md)
- [nemo_curator.stages.text.download.wikipedia](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/wikipedia.md)
- [nemo_curator.stages.text.download.wikipedia.constants](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/wikipedia/constants.md)
- [nemo_curator.stages.text.download.wikipedia.download](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/wikipedia/download.md)
- [nemo_curator.stages.text.download.wikipedia.extract](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/wikipedia/extract.md)
- [nemo_curator.stages.text.download.wikipedia.iterator](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/wikipedia/iterator.md)
- [nemo_curator.stages.text.download.wikipedia.stage](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/wikipedia/stage.md)
- [nemo_curator.stages.text.download.wikipedia.url_generation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/download/wikipedia/url_generation.md)
- [nemo_curator.stages.text.embedders](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/embedders.md)
- [nemo_curator.stages.text.embedders.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/embedders/base.md)
- [nemo_curator.stages.text.embedders.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/embedders/utils.md)
- [nemo_curator.stages.text.embedders.vllm](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/embedders/vllm.md)
- [nemo_curator.stages.text.experimental](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental.md)
- [nemo_curator.stages.text.experimental.translation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation.md)
- [nemo_curator.stages.text.experimental.translation.backends](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/backends.md)
- [nemo_curator.stages.text.experimental.translation.backends.aws](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/backends/aws.md)
- [nemo_curator.stages.text.experimental.translation.backends.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/backends/base.md)
- [nemo_curator.stages.text.experimental.translation.backends.google](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/backends/google.md)
- [nemo_curator.stages.text.experimental.translation.backends.nmt](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/backends/nmt.md)
- [nemo_curator.stages.text.experimental.translation.evaluation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/evaluation.md)
- [nemo_curator.stages.text.experimental.translation.evaluation.faith](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/evaluation/faith.md)
- [nemo_curator.stages.text.experimental.translation.evaluation.text_quality](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/evaluation/text_quality.md)
- [nemo_curator.stages.text.experimental.translation.pipeline](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/pipeline.md)
- [nemo_curator.stages.text.experimental.translation.stages](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/stages.md)
- [nemo_curator.stages.text.experimental.translation.stages.format_translation_output](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/stages/format_translation_output.md)
- [nemo_curator.stages.text.experimental.translation.stages.merge_faith_scores](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/stages/merge_faith_scores.md)
- [nemo_curator.stages.text.experimental.translation.stages.reassembly](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/stages/reassembly.md)
- [nemo_curator.stages.text.experimental.translation.stages.segmentation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/stages/segmentation.md)
- [nemo_curator.stages.text.experimental.translation.stages.skipped_rows](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/stages/skipped_rows.md)
- [nemo_curator.stages.text.experimental.translation.stages.translate](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/stages/translate.md)
- [nemo_curator.stages.text.experimental.translation.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/utils.md)
- [nemo_curator.stages.text.experimental.translation.utils.async_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/utils/async_utils.md)
- [nemo_curator.stages.text.experimental.translation.utils.field_paths](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/utils/field_paths.md)
- [nemo_curator.stages.text.experimental.translation.utils.metadata](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/utils/metadata.md)
- [nemo_curator.stages.text.experimental.translation.utils.prompt_loader](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/experimental/translation/utils/prompt_loader.md)
- [nemo_curator.stages.text.filters](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters.md)
- [nemo_curator.stages.text.filters.doc_filter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/doc_filter.md)
- [nemo_curator.stages.text.filters.fasttext](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/fasttext.md)
- [nemo_curator.stages.text.filters.fasttext.fasttext_filters](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/fasttext/fasttext_filters.md)
- [nemo_curator.stages.text.filters.heuristic](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/heuristic.md)
- [nemo_curator.stages.text.filters.heuristic.code](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/heuristic/code.md)
- [nemo_curator.stages.text.filters.heuristic.code.code](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/heuristic/code/code.md)
- [nemo_curator.stages.text.filters.heuristic.repetition](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/heuristic/repetition.md)
- [nemo_curator.stages.text.filters.heuristic.repetition.repetition](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/heuristic/repetition/repetition.md)
- [nemo_curator.stages.text.filters.heuristic.string](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/heuristic/string.md)
- [nemo_curator.stages.text.filters.histogram](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/histogram.md)
- [nemo_curator.stages.text.filters.histogram.histogram](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/histogram/histogram.md)
- [nemo_curator.stages.text.filters.score_filter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/score_filter.md)
- [nemo_curator.stages.text.filters.token](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/token.md)
- [nemo_curator.stages.text.filters.token.token_count](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/filters/token/token_count.md)
- [nemo_curator.stages.text.io](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/io.md)
- [nemo_curator.stages.text.io.reader](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/io/reader.md)
- [nemo_curator.stages.text.io.reader.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/io/reader/base.md)
- [nemo_curator.stages.text.io.reader.jsonl](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/io/reader/jsonl.md)
- [nemo_curator.stages.text.io.reader.lance](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/io/reader/lance.md)
- [nemo_curator.stages.text.io.reader.parquet](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/io/reader/parquet.md)
- [nemo_curator.stages.text.io.writer](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/io/writer.md)
- [nemo_curator.stages.text.io.writer.base](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/io/writer/base.md)
- [nemo_curator.stages.text.io.writer.jsonl](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/io/writer/jsonl.md)
- [nemo_curator.stages.text.io.writer.lance](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/io/writer/lance.md)
- [nemo_curator.stages.text.io.writer.megatron_tokenizer](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/io/writer/megatron_tokenizer.md)
- [nemo_curator.stages.text.io.writer.parquet](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/io/writer/parquet.md)
- [nemo_curator.stages.text.io.writer.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/io/writer/utils.md)
- [nemo_curator.stages.text.models](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/models.md)
- [nemo_curator.stages.text.models.model](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/models/model.md)
- [nemo_curator.stages.text.models.tokenizer](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/models/tokenizer.md)
- [nemo_curator.stages.text.models.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/models/utils.md)
- [nemo_curator.stages.text.modifiers](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers.md)
- [nemo_curator.stages.text.modifiers.doc_modifier](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/doc_modifier.md)
- [nemo_curator.stages.text.modifiers.fasttext](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/fasttext.md)
- [nemo_curator.stages.text.modifiers.fasttext.fasttext_label](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/fasttext/fasttext_label.md)
- [nemo_curator.stages.text.modifiers.modifier](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/modifier.md)
- [nemo_curator.stages.text.modifiers.string](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/string.md)
- [nemo_curator.stages.text.modifiers.string.c4](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/string/c4.md)
- [nemo_curator.stages.text.modifiers.string.line_remover](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/string/line_remover.md)
- [nemo_curator.stages.text.modifiers.string.markdown_remover](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/string/markdown_remover.md)
- [nemo_curator.stages.text.modifiers.string.newline_normalizer](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/string/newline_normalizer.md)
- [nemo_curator.stages.text.modifiers.string.quotation_remover](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/string/quotation_remover.md)
- [nemo_curator.stages.text.modifiers.string.slicer](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/string/slicer.md)
- [nemo_curator.stages.text.modifiers.string.url_remover](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/string/url_remover.md)
- [nemo_curator.stages.text.modifiers.unicode](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/unicode.md)
- [nemo_curator.stages.text.modifiers.unicode.unicode_reformatter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modifiers/unicode/unicode_reformatter.md)
- [nemo_curator.stages.text.modules](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modules.md)
- [nemo_curator.stages.text.modules.add_id](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modules/add_id.md)
- [nemo_curator.stages.text.modules.joiner](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modules/joiner.md)
- [nemo_curator.stages.text.modules.splitter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/modules/splitter.md)
- [nemo_curator.stages.text.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/utils.md)
- [nemo_curator.stages.text.utils.constants](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/utils/constants.md)
- [nemo_curator.stages.text.utils.text](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/utils/text.md)
- [nemo_curator.stages.text.utils.text_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/text/utils/text_utils.md)
- [nemo_curator.stages.video](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video.md)
- [nemo_curator.stages.video.caption](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/caption.md)
- [nemo_curator.stages.video.caption.caption_enhancement](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/caption/caption_enhancement.md)
- [nemo_curator.stages.video.caption.caption_generation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/caption/caption_generation.md)
- [nemo_curator.stages.video.caption.caption_preparation](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/caption/caption_preparation.md)
- [nemo_curator.stages.video.clipping](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/clipping.md)
- [nemo_curator.stages.video.clipping.clip_extraction_stages](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/clipping/clip_extraction_stages.md)
- [nemo_curator.stages.video.clipping.clip_frame_extraction](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/clipping/clip_frame_extraction.md)
- [nemo_curator.stages.video.clipping.transnetv2_extraction](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/clipping/transnetv2_extraction.md)
- [nemo_curator.stages.video.clipping.video_frame_extraction](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/clipping/video_frame_extraction.md)
- [nemo_curator.stages.video.embedding](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/embedding.md)
- [nemo_curator.stages.video.embedding.cosmos_embed1](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/embedding/cosmos_embed1.md)
- [nemo_curator.stages.video.filtering](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/filtering.md)
- [nemo_curator.stages.video.filtering.clip_aesthetic_filter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/filtering/clip_aesthetic_filter.md)
- [nemo_curator.stages.video.filtering.motion_filter](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/filtering/motion_filter.md)
- [nemo_curator.stages.video.filtering.motion_vector_backend](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/filtering/motion_vector_backend.md)
- [nemo_curator.stages.video.io](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/io.md)
- [nemo_curator.stages.video.io.clip_writer](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/io/clip_writer.md)
- [nemo_curator.stages.video.io.video_reader](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/io/video_reader.md)
- [nemo_curator.stages.video.preview](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/preview.md)
- [nemo_curator.stages.video.preview.preview](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/stages/video/preview/preview.md)
- [nemo_curator.tasks](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/tasks.md)
- [nemo_curator.tasks.audio_task](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/tasks/audio_task.md)
- [nemo_curator.tasks.document](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/tasks/document.md)
- [nemo_curator.tasks.file_group](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/tasks/file_group.md)
- [nemo_curator.tasks.image](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/tasks/image.md)
- [nemo_curator.tasks.interleaved](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/tasks/interleaved.md)
- [nemo_curator.tasks.lance](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/tasks/lance.md)
- [nemo_curator.tasks.ocr](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/tasks/ocr.md)
- [nemo_curator.tasks.sentinels](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/tasks/sentinels.md)
- [nemo_curator.tasks.tasks](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/tasks/tasks.md)
- [nemo_curator.tasks.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/tasks/utils.md)
- [nemo_curator.tasks.video](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/tasks/video.md)
- [nemo_curator.utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils.md)
- [nemo_curator.utils.atomic_io](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/atomic_io.md)
- [nemo_curator.utils.client_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/client_utils.md)
- [nemo_curator.utils.column_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/column_utils.md)
- [nemo_curator.utils.decoder_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/decoder_utils.md)
- [nemo_curator.utils.file_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/file_utils.md)
- [nemo_curator.utils.gpu_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/gpu_utils.md)
- [nemo_curator.utils.grouping](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/grouping.md)
- [nemo_curator.utils.hash_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/hash_utils.md)
- [nemo_curator.utils.hf_download_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/hf_download_utils.md)
- [nemo_curator.utils.lance](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/lance.md)
- [nemo_curator.utils.merge_file_prefixes](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/merge_file_prefixes.md)
- [nemo_curator.utils.nvcodec_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/nvcodec_utils.md)
- [nemo_curator.utils.operation_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/operation_utils.md)
- [nemo_curator.utils.performance_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/performance_utils.md)
- [nemo_curator.utils.prompts](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/prompts.md)
- [nemo_curator.utils.ray_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/ray_utils.md)
- [nemo_curator.utils.resumability_actor](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/resumability_actor.md)
- [nemo_curator.utils.resumability_client](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/resumability_client.md)
- [nemo_curator.utils.retry_manifest](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/retry_manifest.md)
- [nemo_curator.utils.split_large_files](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/split_large_files.md)
- [nemo_curator.utils.storage_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/storage_utils.md)
- [nemo_curator.utils.vllm_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/vllm_utils.md)
- [nemo_curator.utils.windowing_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/windowing_utils.md)
- [nemo_curator.utils.writer_utils](https://docs.nvidia.com/nemo/curator/v26.04/nemo-curator/nemo_curator/utils/writer_utils.md)
- [Pipeline](https://docs.nvidia.com/nemo/curator/v26.04/api/reference/api-reference/pipeline.md): API reference for the Pipeline class - the main orchestrator for executing sequences of processing stages
- [ProcessingStage](https://docs.nvidia.com/nemo/curator/v26.04/api/reference/api-reference/processing-stage.md): API reference for the ProcessingStage base class - the foundation for all data processing in NeMo Curator
- [CompositeStage](https://docs.nvidia.com/nemo/curator/v26.04/api/reference/api-reference/composite-stage.md): API reference for CompositeStage - high-level stages that decompose into multiple execution stages
- [DocumentBatch](https://docs.nvidia.com/nemo/curator/v26.04/api/reference/api-reference/tasks/document-batch.md): API reference for DocumentBatch - the task type for text document processing
- [ImageBatch](https://docs.nvidia.com/nemo/curator/v26.04/api/reference/api-reference/tasks/image-batch.md): API reference for ImageBatch - the task type for image processing
- [VideoTask](https://docs.nvidia.com/nemo/curator/v26.04/api/reference/api-reference/tasks/video-task.md): API reference for VideoTask - the task type for video processing
- [AudioTask](https://docs.nvidia.com/nemo/curator/v26.04/api/reference/api-reference/tasks/audio-task.md): API reference for AudioTask - the task type for audio processing
- [XennaExecutor](https://docs.nvidia.com/nemo/curator/v26.04/api/reference/api-reference/executors/xenna-executor.md): API reference for XennaExecutor - the production executor using Cosmos-Xenna for distributed execution
- [Experimental Executors](https://docs.nvidia.com/nemo/curator/v26.04/api/reference/api-reference/executors/experimental.md): API reference for experimental executors including Ray-based backends
- [Resources](https://docs.nvidia.com/nemo/curator/v26.04/api/reference/api-reference/resources.md): API reference for Resources configuration - defining CPU and GPU requirements for processing stages


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# API Reference

> API reference documentation for NeMo Curator core classes, tasks, executors, and resources

This section provides API reference documentation for NeMo Curator's core classes and interfaces.

## Core Classes

#### [Pipeline](/api/reference/api-reference/pipeline)

The main orchestrator for executing sequences of processing stages.

#### [ProcessingStage](/api/reference/api-reference/processing-stage)

Base class for all data processing stages in NeMo Curator.

#### [CompositeStage](/api/reference/api-reference/composite-stage)

High-level stages that decompose into multiple execution stages.

## Task Types

#### [DocumentBatch](/api/reference/api-reference/tasks/document-batch)

Task type for text document processing.

#### [ImageBatch](/api/reference/api-reference/tasks/image-batch)

Task type for image processing.

#### [VideoTask](/api/reference/api-reference/tasks/video-task)

Task type for video processing.

#### [AudioTask](/api/reference/api-reference/tasks/audio-task)

Task type for audio processing.

## Executors

#### [XennaExecutor](/api/reference/api-reference/executors/xenna-executor)

Production executor using Cosmos-Xenna for distributed execution.

#### [Experimental Executors](/api/reference/api-reference/executors/experimental)

Ray-based experimental executors.

## Configuration

#### [Resources](/api/reference/api-reference/resources)

CPU and GPU resource configuration for stages.

## Source Code

For complete implementation details, see the [NeMo Curator source code on GitHub](https://github.com/NVIDIA-NeMo/Curator).