Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | V | W | Y | Z _ __call__() (fairseq2.data.data_pipeline.Collater method) (fairseq2.data.data_pipeline.FileMapper method) (fairseq2.datasets.loader.DatasetLoader method) __init__() (fairseq2.data.data_pipeline.CollateOptionsOverride method) (fairseq2.data.data_pipeline.FileMapper method) __iter__() (fairseq2.data.data_pipeline.DataPipeline method) _do_forward() (fairseq2.nn.PositionEncoder method) _setup_wav2vec2_cli() (in module fairseq2.recipes.wav2vec2) A AbstractDatasetLoader (class in fairseq2.datasets.loader) AbstractGang (class in fairseq2.gang) activation_checkpointing (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) add_command() (fairseq2.recipes.cli.CliGroup method) add_group() (fairseq2.recipes.cli.Cli method) (fairseq2.recipes.cli.CliGroup method) all_gather() (fairseq2.gang.FakeGang method) (fairseq2.gang.Gang method) (fairseq2.gang.ProcessGroupGang method) all_gather_to_list() (fairseq2.gang.FakeGang method) (fairseq2.gang.Gang method) (fairseq2.gang.ProcessGroupGang method) all_reduce() (fairseq2.gang.FakeGang method) (fairseq2.gang.Gang method) (fairseq2.gang.ProcessGroupGang method) all_sum() (in module fairseq2.gang) and_return() (fairseq2.data.data_pipeline.DataPipelineBuilder method) anomaly_detection (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) as_process_group() (fairseq2.gang.FakeGang method) (fairseq2.gang.Gang method) (fairseq2.gang.ProcessGroupGang method) AssetCard (class in fairseq2.assets) AssetMetadataProvider (class in fairseq2.assets) AssetStore (class in fairseq2.assets) B barrier() (fairseq2.gang.FakeGang method) (fairseq2.gang.Gang method) (fairseq2.gang.ProcessGroupGang method) base (fairseq2.assets.AssetCard property) batch_shuffle_window (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) batch_size (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) broadcast() (fairseq2.gang.FakeGang method) (fairseq2.gang.Gang method) (fairseq2.gang.ProcessGroupGang method) broadcast_flag() (in module fairseq2.gang) broadcast_objects() (fairseq2.gang.FakeGang method) (fairseq2.gang.Gang method) (fairseq2.gang.ProcessGroupGang method) bucket() (fairseq2.data.data_pipeline.DataPipelineBuilder method) bucket_by_length() (fairseq2.data.data_pipeline.DataPipelineBuilder method) ByteStreamError (class in fairseq2.data.data_pipeline) C checkpoint_every_n_data_epochs (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) checkpoint_every_n_steps (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) clear_cache() (fairseq2.assets.AssetMetadataProvider method) Cli (class in fairseq2.recipes.cli) CliCommand (class in fairseq2.recipes.cli) CliCommandHandler (class in fairseq2.recipes.cli) CliGroup (class in fairseq2.recipes.cli) close() (fairseq2.gang.FakeGang method) (fairseq2.gang.Gang method) (fairseq2.gang.ProcessGroupGang method) collate() (fairseq2.data.data_pipeline.DataPipelineBuilder method) CollateOptionsOverride (class in fairseq2.data.data_pipeline) Collater (class in fairseq2.data.data_pipeline) concat() (fairseq2.data.data_pipeline.DataPipeline static method) constant() (fairseq2.data.data_pipeline.DataPipeline static method) ConvertCheckpointCommandHandler (class in fairseq2.recipes.llama.convert_checkpoint) count() (fairseq2.data.data_pipeline.DataPipeline static method) create_bucket_sizes() (in module fairseq2.data.data_pipeline) D data_parallelism (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) DataPipeline (class in fairseq2.data.data_pipeline) DataPipelineBuilder (class in fairseq2.data.data_pipeline) DataPipelineError (class in fairseq2.data.data_pipeline) dataset (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) DatasetLoader (class in fairseq2.datasets.loader) DelegatingDatasetLoader (class in fairseq2.datasets.loader) description (fairseq2.recipes.cli.Cli property) device (fairseq2.gang.AbstractGang property) (fairseq2.gang.Gang property) diversity_loss_weight (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) dtype (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) dynamic_bucket() (fairseq2.data.data_pipeline.DataPipelineBuilder method) E example_shuffle_window (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) F fairseq2 module fairseq2.data module fairseq2.data.text module fairseq2.datasets module fairseq2.datasets.loader module fairseq2.gang module fairseq2.nn module fairseq2.recipes module fairseq2.recipes.llama module fairseq2.recipes.llama.convert_checkpoint module fairseq2.recipes.lm module fairseq2.recipes.trainer module fairseq2.recipes.wav2vec2 module fake_gangs() (in module fairseq2.gang) FakeGang (class in fairseq2.gang) feature_penalty_weight (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) field() (fairseq2.assets.AssetCard method) FileMapper (class in fairseq2.data.data_pipeline) FileMapperOutput (class in fairseq2.data.data_pipeline) filter() (fairseq2.data.data_pipeline.DataPipelineBuilder method) flatten() (fairseq2.assets.AssetCard method) forward() (fairseq2.nn.PositionEncoder method) fp16_loss_scale (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) from_default_process_group() (fairseq2.gang.ProcessGroupGang class method) from_process_group() (fairseq2.gang.ProcessGroupGang static method) fsdp_local_world_size (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) fsdp_reshard_after_forward (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) fsdp_wrap_granularity (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) G Gang (class in fairseq2.gang) GangError (class in fairseq2.gang) get_command() (fairseq2.recipes.cli.CliGroup method) get_dataset_family() (in module fairseq2.datasets.loader) get_group() (fairseq2.recipes.cli.Cli method) (fairseq2.recipes.cli.CliGroup method) get_last_failed_example() (in module fairseq2.data.data_pipeline) get_local_rank() (in module fairseq2.gang) get_local_world_size() (in module fairseq2.gang) get_metadata() (fairseq2.assets.AssetMetadataProvider method) get_names() (fairseq2.assets.AssetMetadataProvider method) get_rank() (in module fairseq2.gang) get_world_size() (in module fairseq2.gang) gradient_accumulation (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) H help (fairseq2.recipes.cli.CliCommand property) (fairseq2.recipes.cli.CliGroup property) I init_default_process_group() (fairseq2.gang.ProcessGroupGang class method) init_parser() (fairseq2.recipes.cli.Cli method) (fairseq2.recipes.cli.CliCommand method) (fairseq2.recipes.cli.CliCommandHandler method) (fairseq2.recipes.cli.CliGroup method) (fairseq2.recipes.cli.RecipeCommandHandler method) (fairseq2.recipes.llama.convert_checkpoint.ConvertCheckpointCommandHandler method) InstructionFinetuneConfig (class in fairseq2.recipes.lm.instruction_finetune) is_broken (fairseq2.data.data_pipeline.DataPipeline property) is_dataset_card() (in module fairseq2.datasets.loader) is_torchrun() (in module fairseq2.gang) K keep_best_n_checkpoints (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) keep_last_n_checkpoints (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) keep_last_n_models (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) L LearnedPositionEncoder (class in fairseq2.nn) list_files() (in module fairseq2.data.data_pipeline) load_instruction_finetuner() (in module fairseq2.recipes.lm.instruction_finetune) load_state_dict() (fairseq2.data.data_pipeline.DataPipeline method) load_wav2vec2_trainer() (in module fairseq2.recipes.wav2vec2.train) lr_scheduler (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) lr_scheduler_config (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) M make_gang() (fairseq2.gang.AbstractGang method) (fairseq2.gang.Gang method) map() (fairseq2.data.data_pipeline.DataPipelineBuilder method) MAX (fairseq2.gang.ReduceOperation attribute) max_audio_len (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) max_gradient_norm (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) max_num_data_epochs (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) max_num_elements (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) max_num_steps (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) max_num_tokens (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) max_num_valid_tokens (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) max_seq_len (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) MEAN (fairseq2.gang.ReduceOperation attribute) metadata (fairseq2.assets.AssetCard property) metric_bag (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainUnit property) MIN (fairseq2.gang.ReduceOperation attribute) min_audio_len (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) mixed_precision (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) model (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) model_arch (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) model_config (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) model_family (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) module fairseq2 fairseq2.data fairseq2.data.text fairseq2.datasets fairseq2.datasets.loader fairseq2.gang fairseq2.nn fairseq2.recipes fairseq2.recipes.llama fairseq2.recipes.llama.convert_checkpoint fairseq2.recipes.lm fairseq2.recipes.trainer fairseq2.recipes.wav2vec2 monitored_gang (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) N name (fairseq2.assets.AssetCard property) (fairseq2.recipes.cli.Cli property) (fairseq2.recipes.cli.CliCommand property) (fairseq2.recipes.cli.CliGroup property) normalize_audio (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) num_prefetch (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) O optimizer (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) optimizer_config (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) origin_module (fairseq2.recipes.cli.Cli property) (fairseq2.recipes.cli.CliCommand property) (fairseq2.recipes.cli.CliGroup property) P PositionEncoder (class in fairseq2.nn) prefetch() (fairseq2.data.data_pipeline.DataPipelineBuilder method) ProcessGroupGang (class in fairseq2.gang) PRODUCT (fairseq2.gang.ReduceOperation attribute) profile (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) publish_metrics_every_n_data_epochs (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) publish_metrics_every_n_steps (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) R rank (fairseq2.gang.AbstractGang property) (fairseq2.gang.Gang property) read_iterator() (in module fairseq2.data.data_pipeline) read_sequence() (in module fairseq2.data.data_pipeline) read_zipped_records() (in module fairseq2.data.data_pipeline) RecipeCommandHandler (class in fairseq2.recipes.cli) RecordError (class in fairseq2.data.data_pipeline) ReduceOperation (class in fairseq2.gang) register() (fairseq2.datasets.loader.DelegatingDatasetLoader method) repeat() (fairseq2.data.data_pipeline.DataPipelineBuilder method) request_stop() (fairseq2.recipes.trainer.Trainer method) reset() (fairseq2.data.data_pipeline.DataPipeline method) reset_non_persistent_buffers() (fairseq2.nn.RotaryEncoder method) (fairseq2.nn.SinusoidalPositionEncoder method) reset_parameters() (fairseq2.nn.LearnedPositionEncoder method) (fairseq2.nn.RotaryEncoder method) (fairseq2.nn.SinusoidalPositionEncoder method) resume_checkpoint_dir (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) retrieve_card() (fairseq2.assets.AssetStore method) retrieve_names() (fairseq2.assets.AssetStore method) RotaryEncoder (class in fairseq2.nn) round_robin() (fairseq2.data.data_pipeline.DataPipeline static method) run() (fairseq2.recipes.cli.Cli method) (fairseq2.recipes.cli.CliCommand method) (fairseq2.recipes.cli.CliCommandHandler method) (fairseq2.recipes.cli.RecipeCommandHandler method) (fairseq2.recipes.llama.convert_checkpoint.ConvertCheckpointCommandHandler method) S sample() (fairseq2.data.data_pipeline.DataPipeline static method) seed (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) SequenceData (class in fairseq2.data.data_pipeline) setup_default_gang() (in module fairseq2.gang) setup_fairseq2() (in module fairseq2) setup_parallel_gangs() (in module fairseq2.gang) shard() (fairseq2.data.data_pipeline.DataPipelineBuilder method) shuffle() (fairseq2.data.data_pipeline.DataPipelineBuilder method) SinusoidalPositionEncoder (class in fairseq2.nn) size (fairseq2.gang.AbstractGang property) (fairseq2.gang.Gang property) skip() (fairseq2.data.data_pipeline.DataPipelineBuilder method) src_encode_mode (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) state_dict() (fairseq2.data.data_pipeline.DataPipeline method) SUM (fairseq2.gang.ReduceOperation attribute) supports() (fairseq2.datasets.loader.DelegatingDatasetLoader method) T take() (fairseq2.data.data_pipeline.DataPipelineBuilder method) tensor_parallel_size (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) tgt_encode_mode (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) torch_compile (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) train_split (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) Trainer (class in fairseq2.recipes.trainer) V valid_split (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) validate_after_n_steps (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) validate_every_n_steps (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) (fairseq2.recipes.wav2vec2.train.Wav2Vec2TrainConfig attribute) version (fairseq2.recipes.cli.Cli property) W wandb_project (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) wandb_run_name (fairseq2.recipes.lm.instruction_finetune.InstructionFinetuneConfig attribute) Wav2Vec2TrainConfig (class in fairseq2.recipes.wav2vec2.train) Wav2Vec2TrainUnit (class in fairseq2.recipes.wav2vec2.train) Y yield_from() (fairseq2.data.data_pipeline.DataPipelineBuilder method) Z zip() (fairseq2.data.data_pipeline.DataPipeline static method)