List of all items

Structs

• Adam
• AdamW
• BPETokenizer
• BenchmarkConfig
• BenchmarkResult
• BenchmarkSuite
• BertConfig
• BertForMaskedLM
• BertForQuestionAnswering
• BertForSequenceClassification
• BertForTokenClassification
• BertModel
• CosineScheduler
• GpuContext
• LatencyMetrics
• LinearScheduler
• MemoryMetrics
• MemoryProfiler
• MetricsTracker
• OptimizationAdvisor
• OptimizationSuggestion
• PerformanceMemorySnapshot
• PerformanceProfiler
• ProfileResult
• SGD
• SentencePieceTokenizer
• ThroughputMetrics
• TokenizedInput
• TokenizerImpl
• TrustformersError
• WordPieceTokenizer
• auto::data_collators::AutoDataCollator
• auto::data_collators::classification::ClassificationCollatorConfig
• auto::data_collators::classification::ClassificationDataCollator
• auto::data_collators::default::DefaultCollatorConfig
• auto::data_collators::default::DefaultDataCollator
• auto::data_collators::language_modeling::CausalLanguageModelingCollatorConfig
• auto::data_collators::language_modeling::CausalLanguageModelingDataCollator
• auto::data_collators::language_modeling::LanguageModelingCollatorConfig
• auto::data_collators::language_modeling::LanguageModelingDataCollator
• auto::data_collators::question_answering::QuestionAnsweringCollatorConfig
• auto::data_collators::question_answering::QuestionAnsweringDataCollator
• auto::data_collators::seq2seq::Seq2SeqCollatorConfig
• auto::data_collators::seq2seq::Seq2SeqDataCollator
• auto::feature_extractors::AudioFeatureConfig
• auto::feature_extractors::AudioFeatureExtractor
• auto::feature_extractors::AutoFeatureExtractor
• auto::feature_extractors::DocumentFeatureConfig
• auto::feature_extractors::DocumentFeatureExtractor
• auto::feature_extractors::GenericFeatureConfig
• auto::feature_extractors::GenericFeatureExtractor
• auto::feature_extractors::VisionFeatureConfig
• auto::feature_extractors::VisionFeatureExtractor
• auto::metrics::AutoMetric
• auto::metrics::MetricResult
• auto::metrics::classification::ClassificationMetric
• auto::metrics::composite::CompositeMetric
• auto::metrics::composite::DefaultMetric
• auto::metrics::generation::GenerationMetric
• auto::metrics::language_modeling::LanguageModelingMetric
• auto::metrics::question_answering::QuestionAnsweringMetric
• auto::metrics::seq2seq::Seq2SeqMetric
• auto::metrics::token_classification::TokenClassificationMetric
• auto::optimizers::AdamConfig
• auto::optimizers::AdamOptimizer
• auto::optimizers::AdamWConfig
• auto::optimizers::AdamWOptimizer
• auto::optimizers::AutoOptimizer
• auto::optimizers::OptimizerGradients
• auto::optimizers::OptimizerUpdate
• auto::optimizers::ScheduledOptimizer
• auto::types::AudioMetadata
• auto::types::CollatedBatch
• auto::types::DataExample
• auto::types::DocumentMetadata
• auto::types::FeatureOutput
• auto::types::ImageMetadata
• auto::types::MultimodalMetadata
• auto::types::SpecialToken
• auto::types::TextMetadata
• auto_classes::AutoDataCollator
• auto_classes::AutoFeatureExtractor
• automodel::AutoModel
• automodel::AutoModelTokenStream
• automodel::GeneratedSequence
• automodel::GenerationStep
• automodel::ModelLoadOptions
• automodel_tasks::AutoModelForAudioClassification
• automodel_tasks::AutoModelForImageClassification
• automodel_tasks::AutoModelForImageSegmentation
• automodel_tasks::AutoModelForObjectDetection
• cache::versioned_cache::VersionedCache
• cache::versioned_cache::VersionedCacheConfig
• cache::versioned_cache::VersionedCacheEntry
• cache::versioned_cache::VersionedCacheStats
• config_condition::ConditionError
• config_management::ConditionalRequirement
• config_management::ConfigComparison
• config_management::ConfigDiffer
• config_management::ConfigPreset
• config_management::ConfigRecommendation
• config_management::ConfigRecommender
• config_management::ConfigSchema
• config_management::ConfigValidator
• config_management::ConfigurationManager
• config_management::FieldDiff
• config_management::FieldSchema
• config_management::Migration
• config_management::OptimizationRule
• config_management::PerformanceRequirements
• config_management::RecommendationContext
• config_management::ValidationError
• config_management::ValidationResult
• config_management::ValidationWarning
• diagnostics::CommonDiagnostics
• diagnostics::DiagnosticContext
• diagnostics::DiagnosticReport
• diagnostics::DiagnosticResult
• diagnostics::DiagnosticSummary
• diagnostics::ErrorSpan
• diagnostics::ModelDiagnostics
• diagnostics::RichError
• enhanced_profiler::BottleneckAnalysis
• enhanced_profiler::EnhancedProfiler
• enhanced_profiler::GPUInfo
• enhanced_profiler::GlobalMetrics
• enhanced_profiler::HardwareInfo
• enhanced_profiler::HardwareUtilization
• enhanced_profiler::MemoryAnalysis
• enhanced_profiler::MemorySample
• enhanced_profiler::MemoryTracker
• enhanced_profiler::OptimizationSuggestion
• enhanced_profiler::PerformanceAnalysis
• enhanced_profiler::PerformanceSample
• enhanced_profiler::PerformanceThresholds
• enhanced_profiler::PerformanceTrends
• enhanced_profiler::ProfilerConfig
• enhanced_profiler::ProfilingSession
• enhanced_profiler::SessionSummary
• error::AutoRecoveryManager
• error::CircuitBreaker
• error::RecoveryAttempt
• error::RecoveryContext
• error::RecoveryPolicy
• error::RecoveryStats
• evaluation::bridge::NlpAdapter
• evaluation::bridge::TensorAdapter
• evaluation::metrics::F1Score
• evaluation::metrics::NlpBenchmarkResult
• evaluation::metrics::RougeScore
• finetuning::adapter::AdapterConfig
• finetuning::adapter::BottleneckAdapter
• finetuning::lora::LoraConfig
• finetuning::lora::LoraConfigBuilder
• finetuning::lora::LoraLinear
• hub::delta::DeltaInfo
• hub::loaders::ModelCard
• hub::types::CacheFileInfo
• hub::types::CacheUsage
• hub::types::CdnConfig
• hub::types::DownloadConfig
• hub::types::DownloadStats
• hub::types::DownloadTask
• hub::types::HubOptions
• hub::types::LfsInfo
• hub::types::ModelDownloadInfo
• hub::types::ModelInfo
• hub::types::RepoFile
• hub::types::ResumeInfo
• hub::types::SmartCacheConfig
• hub_differential::BinaryDiffEngine
• hub_differential::ChangeDescription
• hub_differential::EnhancedDeltaInfo
• hub_differential::IntegrityCheck
• hub_differential::ModelVersion
• hub_differential::ModelVersionManager
• hub_differential::PatchVerification
• hub_model_card::BenchmarkResult
• hub_model_card::ModelCard
• hub_model_card::ModelCardBuilder
• hub_model_card::ModelCardGenerator
• hub_model_card::ModelCardMetadata
• hub_model_card::TrainingInfo
• hub_offline_packs::hub_integration::HubIntegration
• hub_offline_packs::manager::OfflineModelPackManager
• hub_offline_packs::pack_types::ModelPackMetadata
• hub_offline_packs::pack_types::PackCreationConfig
• hub_offline_packs::pack_types::PackedModelInfo
• hub_offline_packs::resolution::ModelInfo
• hub_p2p::BandwidthInfo
• hub_p2p::ChunkInfo
• hub_p2p::ModelAdvertisement
• hub_p2p::P2PConfig
• hub_p2p::P2PNode
• hub_p2p::PeerCapabilities
• hub_p2p::PeerInfo
• hub_p2p::ReputationEvent
• hub_p2p::ReputationTracker
• hub_p2p::TransferState
• hub_search::ModelSearchQuery
• hub_search::ModelSearchResult
• hub_ui::repository::ModelRepository
• hub_ui::server::HubUiServer
• hub_ui::state::FeatureFlags
• hub_ui::state::HubUiConfig
• hub_ui::state::HubUiState
• hub_ui::state::ThemeConfig
• hub_ui::types::AccessControl
• hub_ui::types::BenchmarkResult
• hub_ui::types::CompatibilityInfo
• hub_ui::types::FileChange
• hub_ui::types::ModelMetrics
• hub_ui::types::ModelVersion
• hub_ui::types::PerformanceDiff
• hub_ui::types::RepositoryMetadata
• hub_ui::types::RepositoryStats
• hub_ui::types::VersionComparison
• hub_upload::HubUploadConfig
• hub_upload::HubUploadProgress
• hub_upload::HubUploader
• hub_upload::HubUploaderBuilder
• hub_upload::SingleFileUploadResult
• hub_upload::UploadConfig
• hub_upload::UploadFile
• hub_upload::UploadResult
• loading::parallel_loader::LoadingProgress
• loading::parallel_loader::LoadingStats
• loading::parallel_loader::ParallelLoaderConfig
• loading::parallel_loader::ParallelWeightLoader
• loading::parallel_loader::WeightChunk
• memory_pool::MemoryPool
• memory_pool::MemoryPoolConfig
• memory_pool::MemoryPoolStats
• memory_pool::MemoryUsage
• memory_pool::NumaMemoryStats
• memory_pool::NumaTopology
• memory_pool::ThreadLocalMemoryPool
• pipeline::AdaptivePipelineWrapper
• pipeline::BasePipeline
• pipeline::ClassificationOutput
• pipeline::ConversationalPipelineWrapper
• pipeline::DocumentUnderstandingPipelineWrapper
• pipeline::FillMaskOutput
• pipeline::GenerationOutput
• pipeline::MultiModalPipelineWrapper
• pipeline::PipelineOptions
• pipeline::QuestionAnsweringOutput
• pipeline::TokenClassificationOutput
• pipeline::adaptive_batching::AdaptiveBatchConfig
• pipeline::adaptive_batching::AdaptiveBatchOptimizer
• pipeline::adaptive_batching::BatchComparison
• pipeline::adaptive_batching::BatchSizeStats
• pipeline::adaptive_batching::PerformanceReport
• pipeline::adaptive_batching::PerformanceSample
• pipeline::adaptive_inference::AdaptationDecision
• pipeline::adaptive_inference::AdaptiveInferenceConfig
• pipeline::adaptive_inference::AdaptiveInferenceEngine
• pipeline::adaptive_inference::AdaptiveInferenceResult
• pipeline::adaptive_inference::ConditionalController
• pipeline::adaptive_inference::InputAnalysis
• pipeline::adaptive_inference::InputAnalyzer
• pipeline::adaptive_inference::LayerAnalysis
• pipeline::adaptive_inference::PerformanceMetrics
• pipeline::adaptive_inference::PerformanceTracker
• pipeline::adaptive_inference::PrecisionController
• pipeline::adaptive_inference::ResourceAllocation
• pipeline::adaptive_inference::ResourceMonitor
• pipeline::advanced_caching::AccessPattern
• pipeline::advanced_caching::AdvancedCacheConfig
• pipeline::advanced_caching::AdvancedLRUCache
• pipeline::advanced_caching::CacheEntry
• pipeline::advanced_caching::CacheStats
• pipeline::advanced_caching::PipelineCacheKeyBuilder
• pipeline::advanced_rag::AdvancedRAGConfig
• pipeline::advanced_rag::AdvancedRAGOutput
• pipeline::advanced_rag::AdvancedRAGPipeline
• pipeline::advanced_rag::KnowledgeGraphEdge
• pipeline::advanced_rag::KnowledgeGraphNode
• pipeline::advanced_rag::MockAdvancedRetriever
• pipeline::advanced_rag::MockSelfReflector
• pipeline::advanced_rag::MockUncertaintyEstimator
• pipeline::advanced_rag::MultiModalDocument
• pipeline::advanced_rag::RAGRetrievalResult
• pipeline::advanced_rag::ReasoningStep
• pipeline::advanced_rag::RetrievalMetadata
• pipeline::advanced_rag::SelfReflectionResult
• pipeline::audio_classification::AudioClassificationConfig
• pipeline::audio_classification::AudioClassificationPipeline
• pipeline::audio_classification::AudioClassificationResult
• pipeline::audio_classification::AudioResampleConfig
• pipeline::audio_generation::AudioGenerationConfig
• pipeline::audio_generation::AudioGenerationPipeline
• pipeline::audio_generation::AudioWaveform
• pipeline::code_generation::CodeGenerationConfig
• pipeline::code_generation::CodeGenerationOutput
• pipeline::code_generation::CodeGenerationPipeline
• pipeline::code_generation::ExtractionInfo
• pipeline::composition::ComposedPipeline
• pipeline::composition::CompositionConfig
• pipeline::composition::PipelineChain
• pipeline::composition::PipelineComposer
• pipeline::composition::TextConverter
• pipeline::conversational::ConversationalCapabilities
• pipeline::conversational::analysis::analyzer::ConversationAnalyzer
• pipeline::conversational::analysis::types::AnalysisPerformance
• pipeline::conversational::analysis::types::ContextualMetrics
• pipeline::conversational::analysis::types::DetailedHealthMetrics
• pipeline::conversational::analysis::types::EnhancedAnalysisConfig
• pipeline::conversational::analysis::types::HealthAssessment
• pipeline::conversational::analysis::types::HealthIssue
• pipeline::conversational::analysis::types::LinguisticAnalysis
• pipeline::conversational::analysis::types::TurnAnalysisResult
• pipeline::conversational::config::builder::ConversationalConfigBuilder
• pipeline::conversational::config::builder::MemoryConfigBuilder
• pipeline::conversational::config::builder::PersonaConfigBuilder
• pipeline::conversational::config::builder::RepairConfigBuilder
• pipeline::conversational::config::builder::StreamingConfigBuilder
• pipeline::conversational::config::builder::SummarizationConfigBuilder
• pipeline::conversational::config::manager::ConfigurationManager
• pipeline::conversational::config::merging::ConfigurationMerger
• pipeline::conversational::config::presets::ConfigurationPresets
• pipeline::conversational::config::validation::ConfigurationValidator
• pipeline::conversational::config::validation::ValidationRules
• pipeline::conversational::generation::AdaptiveTuner
• pipeline::conversational::generation::ChunkProcessor
• pipeline::conversational::generation::CoherenceChecker
• pipeline::conversational::generation::ContextBuilder
• pipeline::conversational::generation::ErrorAnalyzer
• pipeline::conversational::generation::FallbackHandler
• pipeline::conversational::generation::FluencyAnalyzer
• pipeline::conversational::generation::GenerationOptimizer
• pipeline::conversational::generation::GenerationResult
• pipeline::conversational::generation::GenerationStrategyConfig
• pipeline::conversational::generation::GenerationStrategyManager
• pipeline::conversational::generation::HistoryCompiler
• pipeline::conversational::generation::MemoryIntegrator
• pipeline::conversational::generation::ParameterOptimizer
• pipeline::conversational::generation::PerformanceAnalyzer
• pipeline::conversational::generation::PerformanceMetrics
• pipeline::conversational::generation::PersonaFormatter
• pipeline::conversational::generation::PromptFormatter
• pipeline::conversational::generation::QualityEnhancer
• pipeline::conversational::generation::QualityMetrics
• pipeline::conversational::generation::QualityValidator
• pipeline::conversational::generation::RelevanceScorer
• pipeline::conversational::generation::ResponseCleaner
• pipeline::conversational::generation::ResponseGenerator
• pipeline::conversational::generation::ResponsePostProcessor
• pipeline::conversational::generation::ResponseSafetyFilter
• pipeline::conversational::generation::StrategySelector
• pipeline::conversational::generation::StreamConfig
• pipeline::conversational::generation::StreamController
• pipeline::conversational::generation::StreamingGenerator
• pipeline::conversational::memory::GlobalMemoryInsights
• pipeline::conversational::memory::LongTermMemoryManager
• pipeline::conversational::memory::MaintenanceReport
• pipeline::conversational::memory::MemoryAnalysis
• pipeline::conversational::memory::MemoryManager
• pipeline::conversational::memory::MemoryStats
• pipeline::conversational::pipeline::ConversationalPipeline
• pipeline::conversational::reasoning::EmotionalContent
• pipeline::conversational::reasoning::ReasoningEngine
• pipeline::conversational::reasoning::ReasoningSummary
• pipeline::conversational::safety::ContentLimits
• pipeline::conversational::safety::EnhancedSafetyAssessment
• pipeline::conversational::safety::EnhancedSafetyViolation
• pipeline::conversational::safety::ExtendedSafetyConfig
• pipeline::conversational::safety::PatternConfig
• pipeline::conversational::safety::PerformanceSettings
• pipeline::conversational::safety::SafetyAnalysis
• pipeline::conversational::safety::SafetyFilter
• pipeline::conversational::safety::SafetyScores
• pipeline::conversational::safety::SafetyStats
• pipeline::conversational::safety::SafetyViolation
• pipeline::conversational::safety::ViolationHandling
• pipeline::conversational::safety::ViolationLocation
• pipeline::conversational::state::ConversationFlowAnalysis
• pipeline::conversational::state::ConversationState
• pipeline::conversational::state::ConversationSummaryStats
• pipeline::conversational::streaming::backpressure::BackpressureController
• pipeline::conversational::streaming::backpressure::BackpressureMetrics
• pipeline::conversational::streaming::backpressure::EnhancedBufferState
• pipeline::conversational::streaming::backpressure::FlowControlStrategies
• pipeline::conversational::streaming::backpressure::FlowState
• pipeline::conversational::streaming::backpressure::ResourceMonitor
• pipeline::conversational::streaming::backpressure::ResourceSnapshot
• pipeline::conversational::streaming::backpressure::ResourceStats
• pipeline::conversational::streaming::backpressure::SystemHealth
• pipeline::conversational::streaming::backpressure::SystemResourceProbe
• pipeline::conversational::streaming::chunking::ResponseChunker
• pipeline::conversational::streaming::chunking::SimpleQualityTrends
• pipeline::conversational::streaming::compatibility::StreamingManager
• pipeline::conversational::streaming::compatibility::StreamingSession
• pipeline::conversational::streaming::compatibility::StreamingStats
• pipeline::conversational::streaming::coordinator::BufferState
• pipeline::conversational::streaming::coordinator::GlobalStreamingMetrics
• pipeline::conversational::streaming::coordinator::StreamSession
• pipeline::conversational::streaming::coordinator::StreamingCoordinator
• pipeline::conversational::streaming::coordinator::StreamingManager
• pipeline::conversational::streaming::coordinator::StreamingSession
• pipeline::conversational::streaming::coordinator::StreamingStats
• pipeline::conversational::streaming::coordinator::SystemPerformanceMetrics
• pipeline::conversational::streaming::pipeline::ConversationalStreamingPipeline
• pipeline::conversational::streaming::quality_analyzer::AdvancedQualityMetrics
• pipeline::conversational::streaming::quality_analyzer::BenchmarkComparison
• pipeline::conversational::streaming::quality_analyzer::DegradationIndicators
• pipeline::conversational::streaming::quality_analyzer::OptimizationRecommendation
• pipeline::conversational::streaming::quality_analyzer::PerceptualQuality
• pipeline::conversational::streaming::quality_analyzer::PerformanceBenchmarks
• pipeline::conversational::streaming::quality_analyzer::QualityAnalyzer
• pipeline::conversational::streaming::quality_analyzer::QualityCorrelations
• pipeline::conversational::streaming::quality_analyzer::QualityMeasurement
• pipeline::conversational::streaming::quality_analyzer::QualityPercentiles
• pipeline::conversational::streaming::quality_analyzer::QualityScores
• pipeline::conversational::streaming::quality_analyzer::QualityThresholds
• pipeline::conversational::streaming::quality_analyzer::QualityTrends
• pipeline::conversational::streaming::quality_analyzer::StatisticalAnalysis
• pipeline::conversational::streaming::quality_analyzer::StreamingQuality
• pipeline::conversational::streaming::state_management::ErrorRecoveryManager
• pipeline::conversational::streaming::state_management::HealthStatus
• pipeline::conversational::streaming::state_management::LatencyMetrics
• pipeline::conversational::streaming::state_management::NetworkMetrics
• pipeline::conversational::streaming::state_management::ResourceUsage
• pipeline::conversational::streaming::state_management::StateTransition
• pipeline::conversational::streaming::state_management::StreamError
• pipeline::conversational::streaming::state_management::StreamPerformance
• pipeline::conversational::streaming::state_management::StreamState
• pipeline::conversational::streaming::state_management::StreamStateManager
• pipeline::conversational::streaming::types::AdvancedStreamingConfig
• pipeline::conversational::streaming::types::BackpressureMetrics
• pipeline::conversational::streaming::types::BufferState
• pipeline::conversational::streaming::types::ChunkMetadata
• pipeline::conversational::streaming::types::ChunkTiming
• pipeline::conversational::streaming::types::ErrorRecoveryManager
• pipeline::conversational::streaming::types::ExtendedStreamingResponse
• pipeline::conversational::streaming::types::FlowState
• pipeline::conversational::streaming::types::GlobalStreamingMetrics
• pipeline::conversational::streaming::types::LatencyMetrics
• pipeline::conversational::streaming::types::NetworkMetrics
• pipeline::conversational::streaming::types::QualityAnalyzer
• pipeline::conversational::streaming::types::QualityMeasurement
• pipeline::conversational::streaming::types::QualityThresholds
• pipeline::conversational::streaming::types::QualityTrends
• pipeline::conversational::streaming::types::ResourceUsage
• pipeline::conversational::streaming::types::StateTransition
• pipeline::conversational::streaming::types::StreamChunk
• pipeline::conversational::streaming::types::StreamError
• pipeline::conversational::streaming::types::StreamPerformance
• pipeline::conversational::streaming::types::StreamSession
• pipeline::conversational::streaming::types::StreamState
• pipeline::conversational::streaming::types::StreamingMetrics
• pipeline::conversational::streaming::types::StreamingQuality
• pipeline::conversational::streaming::types::StreamingSession
• pipeline::conversational::streaming::types::StreamingStats
• pipeline::conversational::streaming::types::SystemPerformanceMetrics
• pipeline::conversational::streaming::types::TypingAnalysis
• pipeline::conversational::streaming::types::TypingEvent
• pipeline::conversational::streaming::types::TypingPattern
• pipeline::conversational::streaming::types::TypingPatterns
• pipeline::conversational::streaming::typing_simulation::types::LearningStats
• pipeline::conversational::streaming::typing_simulation::types::PatternLearningEntry
• pipeline::conversational::streaming::typing_simulation::types::PerformanceMetrics
• pipeline::conversational::streaming::typing_simulation::types::PerformanceTracker
• pipeline::conversational::streaming::typing_simulation::types::TypingAnalysis
• pipeline::conversational::streaming::typing_simulation::types::TypingCharacteristics
• pipeline::conversational::streaming::typing_simulation::types::TypingEvent
• pipeline::conversational::streaming::typing_simulation::types::TypingPattern
• pipeline::conversational::streaming::typing_simulation::types::TypingPatternSummary
• pipeline::conversational::streaming::typing_simulation::types::TypingPatterns
• pipeline::conversational::streaming::typing_simulation::types::TypingPersonality
• pipeline::conversational::streaming::typing_simulation::types_3::ContentMetrics
• pipeline::conversational::streaming::typing_simulation::types_3::TypingRecommendations
• pipeline::conversational::streaming::typing_simulation::types_3::TypingSimulator
• pipeline::conversational::summarization::engine::ContextSummarizer
• pipeline::conversational::summarization::types::ConstrainedSummary
• pipeline::conversational::summarization::types::ConversationSegment
• pipeline::conversational::summarization::types::HierarchicalSummary
• pipeline::conversational::summarization::types::ImportanceWeights
• pipeline::conversational::summarization::types::QualityThresholds
• pipeline::conversational::summarization::types::SentimentAnalysis
• pipeline::conversational::summarization::types::SummarizationResult
• pipeline::conversational::types::AnalysisConfig
• pipeline::conversational::types::ConversationHealth
• pipeline::conversational::types::ConversationMemory
• pipeline::conversational::types::ConversationMetadata
• pipeline::conversational::types::ConversationState
• pipeline::conversational::types::ConversationStats
• pipeline::conversational::types::ConversationTurn
• pipeline::conversational::types::ConversationalConfig
• pipeline::conversational::types::ConversationalInput
• pipeline::conversational::types::ConversationalOutput
• pipeline::conversational::types::EntityMention
• pipeline::conversational::types::GenerationStats
• pipeline::conversational::types::MemoryConfig
• pipeline::conversational::types::MetricTrend
• pipeline::conversational::types::PersonaConfig
• pipeline::conversational::types::ProfilingEvent
• pipeline::conversational::types::ReasoningConfig
• pipeline::conversational::types::ReasoningContext
• pipeline::conversational::types::ReasoningStep
• pipeline::conversational::types::RepairConfig
• pipeline::conversational::types::SafetyFilterConfig
• pipeline::conversational::types::SafetyRule
• pipeline::conversational::types::SessionMetadata
• pipeline::conversational::types::StreamingConfig
• pipeline::conversational::types::StreamingResponse
• pipeline::conversational::types::SummarizationConfig
• pipeline::conversational::types::SystemHealth
• pipeline::conversational::types::TrendingMetrics
• pipeline::conversational::utils::context_builder::ContextBuilder
• pipeline::conversational::utils::formatting::ConversationFormatter
• pipeline::conversational::utils::health_tracker::ConversationHealthTracker
• pipeline::conversational::utils::memory::MemoryUtils
• pipeline::conversational::utils::safety::EnhancedSafetyFilter
• pipeline::conversational::utils::safety::FilterResult
• pipeline::conversational::utils::safety::SafetyAnalysis
• pipeline::conversational::utils::serialization::ConversationSerializer
• pipeline::conversational::utils::string::StringUtils
• pipeline::conversational::utils::text_analyzer::TextAnalyzer
• pipeline::conversational::utils::text_processing::TextProcessor
• pipeline::conversational::utils::time::TimeUtils
• pipeline::coreml_backend::CoreMLBackend
• pipeline::coreml_backend::CoreMLBackendConfig
• pipeline::coreml_backend::CoreMLDeviceCapabilities
• pipeline::coreml_backend::CoreMLModel
• pipeline::coreml_backend::CoreMLModelConverter
• pipeline::coreml_backend::CoreMLModelDescription
• pipeline::coreml_backend::CoreMLPrediction
• pipeline::coreml_backend::CoreMLTextClassificationPipeline
• pipeline::coreml_backend::CoreMLTextGenerationPipeline
• pipeline::custom_backend::BackendCapabilities
• pipeline::custom_backend::BackendConfig
• pipeline::custom_backend::BackendHealth
• pipeline::custom_backend::BackendMetrics
• pipeline::custom_backend::BackendRegistry
• pipeline::custom_backend::BackendTensor
• pipeline::custom_backend::CustomBackendPipeline
• pipeline::custom_backend::FactoryInfo
• pipeline::custom_backend::GLOBAL_BACKEND_REGISTRY
• pipeline::custom_backend::MemoryConfig
• pipeline::custom_backend::MemoryStats
• pipeline::custom_backend::MemoryUsage
• pipeline::custom_backend::ModelMetadata
• pipeline::custom_backend::ModelPerformanceStats
• pipeline::custom_backend::PerformanceConfig
• pipeline::custom_backend::PerformanceIndicators
• pipeline::custom_backend::TensorConstraints
• pipeline::custom_backend::TensorSpec
• pipeline::depth_estimation::DepthEstimationConfig
• pipeline::depth_estimation::DepthEstimationPipeline
• pipeline::depth_estimation::DepthEstimationResult
• pipeline::depth_estimation::DepthMap
• pipeline::depth_estimation::DepthMapPostprocessor
• pipeline::document_classification::DocumentClassification
• pipeline::document_classification::DocumentClassificationConfig
• pipeline::document_classification::DocumentClassificationPipeline
• pipeline::document_classification::DocumentFeatureExtractor
• pipeline::document_classification::DocumentHierarchy
• pipeline::document_classification::DocumentLengthFeatures
• pipeline::document_classification::LegalDocumentClassifier
• pipeline::document_classification::ScientificDocumentClassifier
• pipeline::document_understanding::BoundingBox
• pipeline::document_understanding::DocumentEntity
• pipeline::document_understanding::DocumentMetadata
• pipeline::document_understanding::DocumentUnderstandingConfig
• pipeline::document_understanding::DocumentUnderstandingInput
• pipeline::document_understanding::DocumentUnderstandingOutput
• pipeline::document_understanding::DocumentUnderstandingPipeline
• pipeline::document_understanding::KeyValuePair
• pipeline::document_understanding::OCRResult
• pipeline::document_understanding::Table
• pipeline::document_understanding::TextBlock
• pipeline::dynamic_batching::BatchRequest
• pipeline::dynamic_batching::BatchingStats
• pipeline::dynamic_batching::DynamicBatcher
• pipeline::dynamic_batching::DynamicBatchingConfig
• pipeline::dynamic_batching::PerformanceMetrics
• pipeline::early_exit::EarlyExitConfig
• pipeline::early_exit::EarlyExitPipeline
• pipeline::early_exit::EarlyExitPredictor
• pipeline::early_exit::EarlyExitResult
• pipeline::early_exit::ExitPoint
• pipeline::early_exit::HeuristicExitWeights
• pipeline::early_exit::LayerOutput
• pipeline::early_exit::LearnedExitParams
• pipeline::early_exit::PerformanceStats
• pipeline::ensemble::types::BootstrapStats
• pipeline::ensemble::types::CascadeResult
• pipeline::ensemble::types::EmbeddingCosineRouter
• pipeline::ensemble::types::HashRoutingGate
• pipeline::ensemble::types::KeywordRouter
• pipeline::ensemble::types::ModelSelectionInfo
• pipeline::ensemble::types::ModelWeight
• pipeline::ensemble::types_3::EnsemblePipeline
• pipeline::ensemble::types_4::EnsembleConfig
• pipeline::ensemble::types_4::EnsembleModel
• pipeline::ensemble::types_4::EnsemblePrediction
• pipeline::ensemble::types_4::InputCharacteristics
• pipeline::ensemble::types_4::LoadBalanceStats
• pipeline::ensemble::types_4::SoftmaxEmbeddingGate
• pipeline::feature_extraction::ClusteringResult
• pipeline::feature_extraction::Embedding
• pipeline::feature_extraction::EmbeddingNormalizer
• pipeline::feature_extraction::FeatureExtractionConfig
• pipeline::feature_extraction::FeatureExtractionPipeline
• pipeline::feature_extraction::SearchResult
• pipeline::feature_extraction::SimilarityMetrics
• pipeline::fill_mask::FillMaskConfig
• pipeline::fill_mask::FillMaskPipeline
• pipeline::fill_mask::FillMaskProcessor
• pipeline::fill_mask::MaskPrediction
• pipeline::image_classification::ImageClassificationConfig
• pipeline::image_classification::ImageClassificationPipeline
• pipeline::image_classification::ImageClassificationResult
• pipeline::image_classification::ImagePreprocessor
• pipeline::image_segmentation::BoundingBox
• pipeline::image_segmentation::ImageInput
• pipeline::image_segmentation::ImageSegmentationConfig
• pipeline::image_segmentation::ImageSegmentationPipeline
• pipeline::image_segmentation::PanopticSegment
• pipeline::image_segmentation::SegmentStats
• pipeline::image_segmentation::SegmentationInstance
• pipeline::image_segmentation::SegmentationMask
• pipeline::image_segmentation::SegmentationResult
• pipeline::image_segmentation::SemanticSegmentationMap
• pipeline::jit_compilation::AnomalyDetector
• pipeline::jit_compilation::CompilationRequest
• pipeline::jit_compilation::CompilationThresholds
• pipeline::jit_compilation::CompiledPipeline
• pipeline::jit_compilation::ExecutionPercentiles
• pipeline::jit_compilation::ExecutionStats
• pipeline::jit_compilation::OptimizationHints
• pipeline::jit_compilation::PerformanceAnomaly
• pipeline::jit_compilation::PerformanceSample
• pipeline::jit_compilation::PerformanceTracker
• pipeline::jit_compilation::PerformanceTrend
• pipeline::jit_compilation::PipelineJitCompiler
• pipeline::jit_compilation::PipelineJitConfig
• pipeline::jit_compilation::PipelinePerformanceMetrics
• pipeline::jit_compilation::ThermalMetrics
• pipeline::mamba2_pipeline::Mamba2Config
• pipeline::mamba2_pipeline::Mamba2Layer
• pipeline::mamba2_pipeline::Mamba2Model
• pipeline::mamba2_pipeline::Mamba2Output
• pipeline::mamba2_pipeline::Mamba2PerformanceMetrics
• pipeline::mamba2_pipeline::Mamba2PerformanceTracker
• pipeline::mamba2_pipeline::Mamba2Pipeline
• pipeline::mamba2_pipeline::Mamba2PipelineOptions
• pipeline::mask_generation::BoxPrompt
• pipeline::mask_generation::GeneratedMask
• pipeline::mask_generation::MaskGenerationPipeline
• pipeline::mask_generation::MaskGenerationResult
• pipeline::mask_generation::MaskPrompt
• pipeline::mask_generation::MaskRefiner
• pipeline::mask_generation::PointPrompt
• pipeline::mask_generation::SegmentationMask
• pipeline::media::audio_dsp::DecodedAudio
• pipeline::media::audio_dsp::MelConfig
• pipeline::media::image_proc::RgbImage
• pipeline::metal_backend::MetalBackend
• pipeline::metal_backend::MetalBackendConfig
• pipeline::metal_backend::MetalDeviceCapabilities
• pipeline::metal_backend::MetalGraph
• pipeline::mixture_of_depths::ComplexityAnalysis
• pipeline::mixture_of_depths::LayerExecutionResult
• pipeline::mixture_of_depths::MixtureOfDepthsConfig
• pipeline::mixture_of_depths::MixtureOfDepthsPipeline
• pipeline::mixture_of_depths::MoDExecutionResult
• pipeline::mixture_of_depths::MockComplexityAnalyzer
• pipeline::mixture_of_depths::MockConfidenceEstimator
• pipeline::mixture_of_depths::MockDepthRouter
• pipeline::mixture_of_depths::MockTokenClassifier
• pipeline::mixture_of_depths::RoutingDecision
• pipeline::multi_doc_summarization::DocumentMetadata
• pipeline::multi_doc_summarization::ExtractedKeyPoint
• pipeline::multi_doc_summarization::InputDocument
• pipeline::multi_doc_summarization::MultiDocConfig
• pipeline::multi_doc_summarization::MultiDocSummarizationPipeline
• pipeline::multi_doc_summarization::MultiDocSummaryOutput
• pipeline::multimodal::AttentionConfig
• pipeline::multimodal::AttentionWeights
• pipeline::multimodal::AudioProcessor
• pipeline::multimodal::ClassificationResult
• pipeline::multimodal::FusionLayer
• pipeline::multimodal::ImageProcessor
• pipeline::multimodal::ModalityFeatures
• pipeline::multimodal::MultiModalConfig
• pipeline::multimodal::MultiModalInput
• pipeline::multimodal::MultiModalOutput
• pipeline::multimodal::MultiModalPipeline
• pipeline::multimodal::ProcessingMetadata
• pipeline::multimodal::TextProcessor
• pipeline::multimodal::VideoProcessor
• pipeline::object_detection::BoundingBox
• pipeline::object_detection::Detection
• pipeline::object_detection::DetectionResult
• pipeline::object_detection::ObjectDetectionConfig
• pipeline::object_detection::ObjectDetectionPipeline
• pipeline::onnx_backend::BenchmarkResults
• pipeline::onnx_backend::ONNXBackendConfig
• pipeline::onnx_backend::ONNXModel
• pipeline::onnx_backend::ONNXPipelineManager
• pipeline::onnx_backend::ONNXPipelineOptions
• pipeline::onnx_backend::ONNXRuntimeBackend
• pipeline::onnx_backend::ONNXTextClassificationPipeline
• pipeline::onnx_backend::ONNXTextGenerationPipeline
• pipeline::onnx_backend::ONNXTokenizer
• pipeline::openvino_backend::BenchmarkResults
• pipeline::openvino_backend::MemoryInfo
• pipeline::openvino_backend::OpenVINOBackendConfig
• pipeline::openvino_backend::OpenVINOConfig
• pipeline::openvino_backend::OpenVINOModel
• pipeline::openvino_backend::OpenVINOModelConfig
• pipeline::openvino_backend::OpenVINOModelWrapper
• pipeline::openvino_backend::OpenVINOPipelineManager
• pipeline::openvino_backend::OpenVINOPipelineOptions
• pipeline::openvino_backend::OpenVINORuntime
• pipeline::openvino_backend::OpenVINOTextClassificationPipeline
• pipeline::openvino_backend::OpenVINOTextGenerationPipeline
• pipeline::openvino_backend::OpenVINOTokenizer
• pipeline::optical_flow::FlowField
• pipeline::optical_flow::FlowPyramid
• pipeline::optical_flow::FlowVector
• pipeline::optical_flow::OpticalFlowField
• pipeline::optical_flow::OpticalFlowMetrics
• pipeline::optical_flow::OpticalFlowPipeline
• pipeline::pose_estimation::Keypoint
• pipeline::pose_estimation::NamedKeypoint
• pipeline::pose_estimation::PersonPose
• pipeline::pose_estimation::PoseEstimationPipeline
• pipeline::pose_estimation::PoseEstimationResult
• pipeline::pose_estimation::PosePostprocessor
• pipeline::pose_estimation::PoseResult
• pipeline::pose_estimation::Skeleton
• pipeline::pose_estimation::SkeletonEdge
• pipeline::question_answering::QAConfig
• pipeline::question_answering::QAInput
• pipeline::question_answering::QuestionAnsweringPipeline
• pipeline::rag::Bm25Retriever
• pipeline::rag::Document
• pipeline::rag::DocumentChunk
• pipeline::rag::RagConfig
• pipeline::rag::RagPipeline
• pipeline::rag::RagResult
• pipeline::rag::RetrievalResult
• pipeline::rag::TfIdfRetriever
• pipeline::speculative_decoding::DraftModelMetrics
• pipeline::speculative_decoding::DraftModelProfile
• pipeline::speculative_decoding::MockDraftModel
• pipeline::speculative_decoding::MockTargetModel
• pipeline::speculative_decoding::SpeculationNode
• pipeline::speculative_decoding::SpeculationTree
• pipeline::speculative_decoding::SpeculativeDecodingConfig
• pipeline::speculative_decoding::SpeculativeDecodingPipeline
• pipeline::speculative_decoding::SpeculativeDecodingResult
• pipeline::speculative_decoding::VerificationResult
• pipeline::speech_recognition::DetailedTranscriptionResult
• pipeline::speech_recognition::SpeechProcessor
• pipeline::speech_recognition::SpeechRecognitionConfig
• pipeline::speech_recognition::SpeechRecognitionPipeline
• pipeline::speech_recognition::SpeechSegment
• pipeline::speech_recognition::TranscriptionResult
• pipeline::speech_recognition::TranscriptionSegment
• pipeline::speech_to_text::AudioFeatureExtractor
• pipeline::speech_to_text::AudioFeatures
• pipeline::speech_to_text::SpeechToTextConfig
• pipeline::speech_to_text::SpeechToTextOutput
• pipeline::speech_to_text::SpeechToTextPipeline
• pipeline::speech_to_text::WordTimestamp
• pipeline::streaming::AdaptiveBatcher
• pipeline::streaming::AggregatorConfig
• pipeline::streaming::BackpressureController
• pipeline::streaming::PartialResult
• pipeline::streaming::PartialResultAggregator
• pipeline::streaming::PriorityItem
• pipeline::streaming::RealTimeConfig
• pipeline::streaming::RealTimeProcessor
• pipeline::streaming::RealTimeStats
• pipeline::streaming::StreamConfig
• pipeline::streaming::StreamProcessor
• pipeline::streaming::StreamResultStream
• pipeline::streaming::StreamStats
• pipeline::streaming::StreamTransformer
• pipeline::summarization::SummarizationConfig
• pipeline::summarization::SummarizationPipeline
• pipeline::table_question_answering::TableCell
• pipeline::table_question_answering::TableParser
• pipeline::table_question_answering::TableQaAnswer
• pipeline::table_question_answering::TableQaConfig
• pipeline::table_question_answering::TableQaPipeline
• pipeline::table_question_answering::TableQaResult
• pipeline::table_question_answering::TableQaTable
• pipeline::table_question_answering::TableRow
• pipeline::tensorrt_backend::BenchmarkResults
• pipeline::tensorrt_backend::DynamicShape
• pipeline::tensorrt_backend::MemoryInfo
• pipeline::tensorrt_backend::TensorRTBackend
• pipeline::tensorrt_backend::TensorRTBackendConfig
• pipeline::tensorrt_backend::TensorRTBuilder
• pipeline::tensorrt_backend::TensorRTEngine
• pipeline::tensorrt_backend::TensorRTLogger
• pipeline::tensorrt_backend::TensorRTModel
• pipeline::tensorrt_backend::TensorRTOptimizationProfile
• pipeline::tensorrt_backend::TensorRTPipelineManager
• pipeline::tensorrt_backend::TensorRTPipelineOptions
• pipeline::tensorrt_backend::TensorRTTextClassificationPipeline
• pipeline::tensorrt_backend::TensorRTTextGenerationPipeline
• pipeline::tensorrt_backend::TensorRTTokenizer
• pipeline::text_classification::ClassificationPostprocessor
• pipeline::text_classification::ClassificationResult
• pipeline::text_classification::TextClassificationConfig
• pipeline::text_classification::TextClassificationPipeline
• pipeline::text_generation::GenerationConfig
• pipeline::text_generation::TextGenerationPipeline
• pipeline::text_to_image::DdimScheduler
• pipeline::text_to_image::DiffusionConfig
• pipeline::text_to_image::DiffusionScheduler
• pipeline::text_to_image::GeneratedImage
• pipeline::text_to_image::TextToImageConfig
• pipeline::text_to_image::TextToImagePipeline
• pipeline::text_to_image::TextToImageProcessor
• pipeline::text_to_speech::EmphasisInfo
• pipeline::text_to_speech::PauseInfo
• pipeline::text_to_speech::PhonemeConverter
• pipeline::text_to_speech::PhonemeTimings
• pipeline::text_to_speech::ProsodyAnalyzer
• pipeline::text_to_speech::ProsodyInfo
• pipeline::text_to_speech::ProsodyMarker
• pipeline::text_to_speech::SynthesisPlan
• pipeline::text_to_speech::TextToSpeechConfig
• pipeline::text_to_speech::TextToSpeechInput
• pipeline::text_to_speech::TextToSpeechOutput
• pipeline::text_to_speech::TextToSpeechPipeline
• pipeline::token_classification::TokenClassificationConfig
• pipeline::token_classification::TokenClassificationPipeline
• pipeline::translation::TranslationConfig
• pipeline::translation::TranslationPipeline
• pipeline::translation_enhanced::BackTranslation
• pipeline::translation_enhanced::BackTranslationPair
• pipeline::translation_enhanced::DetectionResult
• pipeline::translation_enhanced::EnhancedTranslationPipeline
• pipeline::translation_enhanced::LanguageDetector
• pipeline::translation_enhanced::TranslationQualityEstimator
• pipeline::translation_enhanced::TranslationRequest
• pipeline::translation_enhanced::TranslationResult
• pipeline::video_classification::VideoClassificationConfig
• pipeline::video_classification::VideoClassificationItem
• pipeline::video_classification::VideoClassificationPipeline
• pipeline::video_classification::VideoClassificationResult
• pipeline::video_classification::VideoClip
• pipeline::video_classification::VideoFeatureExtractor
• pipeline::video_classification::VideoFrame
• pipeline::video_classification::VideoInput
• pipeline::visual_grounding::BoundingBox
• pipeline::visual_grounding::GroundedBox
• pipeline::visual_grounding::GroundingInput
• pipeline::visual_grounding::GroundingProcessor
• pipeline::visual_grounding::GroundingResult
• pipeline::visual_grounding::GroundingResultNew
• pipeline::visual_grounding::PhraseGroundingMetrics
• pipeline::visual_grounding::VisualGroundingConfig
• pipeline::visual_grounding::VisualGroundingPipeline
• pipeline::visual_question_answering::AnswerCandidate
• pipeline::visual_question_answering::AnswerGenerator
• pipeline::visual_question_answering::AnswerOutput
• pipeline::visual_question_answering::AttentionHead
• pipeline::visual_question_answering::AttentionVisualization
• pipeline::visual_question_answering::AttentionVisualizer
• pipeline::visual_question_answering::BoundingBox
• pipeline::visual_question_answering::ClassificationResult
• pipeline::visual_question_answering::DetectedObject
• pipeline::visual_question_answering::FusionModule
• pipeline::visual_question_answering::ImageConfig
• pipeline::visual_question_answering::ImageFeatures
• pipeline::visual_question_answering::ImageProcessor
• pipeline::visual_question_answering::ProcessingMetadata
• pipeline::visual_question_answering::ReasoningEngine
• pipeline::visual_question_answering::ReasoningStep
• pipeline::visual_question_answering::VisualQaPipeline
• pipeline::visual_question_answering::VisualQuestionAnsweringConfig
• pipeline::visual_question_answering::VisualQuestionAnsweringInput
• pipeline::visual_question_answering::VisualQuestionAnsweringOutput
• pipeline::visual_question_answering::VisualQuestionAnsweringPipeline
• pipeline::visual_question_answering::VqaConfig
• pipeline::visual_question_answering::VqaImageInput
• pipeline::visual_question_answering::VqaInput
• pipeline::visual_question_answering::VqaProcessor
• pipeline::visual_question_answering::VqaResult
• pipeline::zero_shot_audio_classification::AudioInput
• pipeline::zero_shot_audio_classification::ZeroShotAudioClassificationPipeline
• pipeline::zero_shot_audio_classification::ZeroShotAudioConfig
• pipeline::zero_shot_audio_classification::ZeroShotAudioItem
• pipeline::zero_shot_audio_classification::ZeroShotAudioProcessor
• pipeline::zero_shot_audio_classification::ZeroShotAudioResult
• prelude::BenchmarkSuite
• prelude::OptimizationAdvisor
• prelude::PerformanceProfiler
• prelude::ProfileResult
• prelude::TrustformersError
• processor::AudioProcessorConfig
• processor::AutoProcessor
• processor::ImageProcessorConfig
• processor::ProcessingResult
• processor::ProcessorConfig
• processor::TextProcessorConfig
• processor::ValidationIssue
• processor::ValidationResult
• processor::VideoProcessorConfig
• profiler::OperationSample
• profiler::ProcessMemory
• profiler::ProfileResults
• profiler::ProfileSession
• profiler::ProfileSessionInfo
• profiler::ProfileSummary
• profiler::Profiler
• profiler::ProfilerConfig
• profiler::WorkloadCounters
• training_utils::TrainerWithAutoMetrics
• validation::ClassificationOutput
• validation::ClassificationOutputValidator
• validation::ClassificationValidationConfig
• validation::CompositeValidator
• validation::TextOutputValidator
• validation::TextValidationConfig
• validation::ValidationError
• validation::ValidationManager
• validation::ValidationManagerConfig
• validation::ValidationMetrics
• validation::ValidationResult
• validation::ValidationSuggestion
• validation::ValidationWarning
• zero_copy::AllocationStats
• zero_copy::GlobalMemoryPool
• zero_copy::MemoryPool
• zero_copy::ZeroCopyBuffer
• zero_copy::ZeroCopyConfig
• zero_copy::ZeroCopyOps
• zero_copy::ZeroCopyTensorView
• zero_copy::ZeroCopyView

Enums

• Tensor
• TokenizerWrapper
• auto::metrics::MetricInput
• auto::optimizers::LearningRateSchedule
• auto::types::DocumentFormat
• auto::types::FeatureInput
• auto::types::ImageFormat
• auto::types::PaddingStrategy
• automodel::AutoConfig
• automodel::AutoModelType
• automodel::AutoTokenizer
• automodel_tasks::AutoModelForCausalLM
• automodel_tasks::AutoModelForMaskedLM
• automodel_tasks::AutoModelForQuestionAnswering
• automodel_tasks::AutoModelForSeq2SeqLM
• automodel_tasks::AutoModelForSequenceClassification
• automodel_tasks::AutoModelForTokenClassification
• cache::versioned_cache::CacheError
• cache::versioned_cache::CacheEvictionPolicy
• config_management::ConfigFormat
• config_management::FieldConstraint
• config_management::FieldType
• config_management::RecommendationImpact
• config_management::ValidationErrorType
• config_management::ValidationSeverity
• diagnostics::DiagStatus
• diagnostics::DiagnosticSeverity
• enhanced_profiler::AllocationPattern
• enhanced_profiler::BottleneckType
• enhanced_profiler::ExportFormat
• enhanced_profiler::OptimizationCategory
• enhanced_profiler::Platform
• enhanced_profiler::SessionStatus
• enhanced_profiler::SpecializedHardware
• enhanced_profiler::SuggestionSeverity
• enhanced_profiler::TrendDirection
• error::AdvancedRecoveryStrategy
• error::CircuitBreakerState
• error::RecoveryAction
• error::TrustformersError
• evaluation::metrics::MetricError
• finetuning::adapter::AdapterActivation
• finetuning::lora::LoraBias
• hub::download::DownloadScenario
• hub_differential::ChangeType
• hub_differential::CheckType
• hub_differential::DeltaAlgorithm
• hub_model_card::ModelCardError
• hub_model_card::ModelCardTemplate
• hub_offline_packs::manager::CuratedPackType
• hub_offline_packs::pack_types::ModelType
• hub_offline_packs::pack_types::PrecisionType
• hub_p2p::P2PMessage
• hub_p2p::ReputationEventType
• hub_search::ModelSearchSort
• hub_ui::types::ChangeType
• hub_ui::types::Permission
• hub_ui::types::VersionStatus
• hub_ui::types::Visibility
• hub_upload::HubError
• hub_upload::RepoType
• memory_pool::MemoryAccessPattern
• memory_pool::NumaAllocationStrategy
• memory_pool::PreallocationStrategy
• pipeline::Backend
• pipeline::Device
• pipeline::PaddingStrategy
• pipeline::PipelineInput
• pipeline::PipelineOutput
• pipeline::adaptive_inference::ConditionalStrategy
• pipeline::adaptive_inference::PrecisionMode
• pipeline::adaptive_inference::ResourceStrategy
• pipeline::advanced_caching::CachePriority
• pipeline::advanced_caching::EvictionPolicy
• pipeline::audio_classification::AudioClassificationInput
• pipeline::audio_classification::AudioInput
• pipeline::audio_classification::ResampleAlgorithm
• pipeline::audio_generation::AudioGenError
• pipeline::code_generation::CodeGenerationBackend
• pipeline::code_generation::CodeGenerationError
• pipeline::code_generation::CodeGenerationInput
• pipeline::code_generation::IndentStyle
• pipeline::code_generation::StopReason
• pipeline::composition::CompositionStrategy
• pipeline::composition::ErrorHandling
• pipeline::conversational::analysis::types::HealthIssueType
• pipeline::conversational::analysis::types::QualityStrictness
• pipeline::conversational::analysis::types::SafetySensitivity
• pipeline::conversational::config::presets::ConfigurationPreset
• pipeline::conversational::generation::GenerationErrorType
• pipeline::conversational::generation::GenerationStrategyType
• pipeline::conversational::memory::ExportFormat
• pipeline::conversational::safety::RiskLevel
• pipeline::conversational::safety::SafetyError
• pipeline::conversational::state::ConversationPace
• pipeline::conversational::streaming::backpressure::BackpressureStrategy
• pipeline::conversational::streaming::backpressure::FlowAction
• pipeline::conversational::streaming::backpressure::LoadBalanceAction
• pipeline::conversational::streaming::backpressure::OverflowAction
• pipeline::conversational::streaming::backpressure::PressureLevel
• pipeline::conversational::streaming::chunking::TrendDirection
• pipeline::conversational::streaming::quality_analyzer::ComplexityLevel
• pipeline::conversational::streaming::quality_analyzer::OptimizationType
• pipeline::conversational::streaming::quality_analyzer::QualityArea
• pipeline::conversational::streaming::state_management::ErrorSeverity
• pipeline::conversational::streaming::state_management::OverallHealthStatus
• pipeline::conversational::streaming::state_management::RecoveryStrategy
• pipeline::conversational::streaming::state_management::StreamErrorType
• pipeline::conversational::streaming::types::ChunkType
• pipeline::conversational::streaming::types::ChunkingStrategy
• pipeline::conversational::streaming::types::ErrorSeverity
• pipeline::conversational::streaming::types::FlowAction
• pipeline::conversational::streaming::types::PressureLevel
• pipeline::conversational::streaming::types::RecoveryStrategy
• pipeline::conversational::streaming::types::StreamConnection
• pipeline::conversational::streaming::types::StreamErrorType
• pipeline::conversational::streaming::types::TypingEventType
• pipeline::conversational::streaming::typing_simulation::types::TypingEventType
• pipeline::conversational::streaming::typing_simulation::types_3::PauseEmphasis
• pipeline::conversational::types::ConversationMode
• pipeline::conversational::types::ConversationRole
• pipeline::conversational::types::EngagementLevel
• pipeline::conversational::types::EventData
• pipeline::conversational::types::EventType
• pipeline::conversational::types::HealthStatus
• pipeline::conversational::types::MemoryType
• pipeline::conversational::types::ModerationLevel
• pipeline::conversational::types::ReasoningType
• pipeline::conversational::types::RepairStrategy
• pipeline::conversational::types::SafetyAction
• pipeline::conversational::types::SafetySeverity
• pipeline::conversational::types::StreamingState
• pipeline::conversational::types::SummarizationStrategy
• pipeline::conversational::types::TrendDirection
• pipeline::conversational::utils::safety::RiskLevel
• pipeline::coreml_backend::CoreMLComputeUnit
• pipeline::coreml_backend::CoreMLOptimizationLevel
• pipeline::coreml_backend::CoreMLPrecision
• pipeline::custom_backend::DataType
• pipeline::custom_backend::HealthStatus
• pipeline::custom_backend::MemoryLayout
• pipeline::custom_backend::OptimizationLevel
• pipeline::custom_backend::QuantizationMode
• pipeline::depth_estimation::PipelineError
• pipeline::document_classification::ChunkAggregation
• pipeline::document_classification::DocClassError
• pipeline::document_understanding::TextBlockType
• pipeline::dynamic_batching::RequestPriority
• pipeline::early_exit::ExitStrategy
• pipeline::ensemble::types::ModelSelectionStrategy
• pipeline::ensemble::types_4::EnsembleStrategy
• pipeline::feature_extraction::ExtractionError
• pipeline::feature_extraction::PoolingStrategy
• pipeline::image_classification::ImageClassificationBackend
• pipeline::image_classification::ImageClassificationInput
• pipeline::image_classification::ImageInput
• pipeline::image_segmentation::SegmentationError
• pipeline::image_segmentation::SegmentationType
• pipeline::jit_compilation::AnomalySeverity
• pipeline::jit_compilation::AnomalyType
• pipeline::jit_compilation::CompilationPriority
• pipeline::jit_compilation::CompilationStrategy
• pipeline::jit_compilation::DataLayout
• pipeline::jit_compilation::OptimizationType
• pipeline::jit_compilation::TargetHardware
• pipeline::jit_compilation::TrendDirection
• pipeline::mamba2_pipeline::ChunkingStrategy
• pipeline::mamba2_pipeline::HardwareStrategy
• pipeline::mamba2_pipeline::Mamba2Activation
• pipeline::mamba2_pipeline::MemoryOptimization
• pipeline::mask_generation::MaskGenerationError
• pipeline::mask_generation::PointLabel
• pipeline::metal_backend::MetalDeviceType
• pipeline::metal_backend::MetalMemoryStrategy
• pipeline::metal_backend::MetalOp
• pipeline::metal_backend::MetalPrecisionMode
• pipeline::mixture_of_depths::DepthStrategy
• pipeline::mixture_of_depths::RoutingReason
• pipeline::mixture_of_depths::TokenType
• pipeline::multi_doc_summarization::CitationFormat
• pipeline::multi_doc_summarization::KeyPointCategory
• pipeline::multi_doc_summarization::SummarizationError
• pipeline::multi_doc_summarization::SummarizationStrategy
• pipeline::multimodal::FusionStrategy
• pipeline::object_detection::DetectionError
• pipeline::openvino_backend::ExecutionPriority
• pipeline::openvino_backend::OpenVINODevice
• pipeline::openvino_backend::OpenVINOExecutionMode
• pipeline::openvino_backend::OpenVINOPrecision
• pipeline::openvino_backend::PerformanceHint
• pipeline::optical_flow::FlowError
• pipeline::pose_estimation::CocoKeypoint
• pipeline::pose_estimation::KeypointVisibility
• pipeline::pose_estimation::PoseEstimationError
• pipeline::rag::RagError
• pipeline::rag::RetrievalStrategy
• pipeline::speculative_decoding::DraftSelectionStrategy
• pipeline::speech_recognition::AudioInput
• pipeline::speech_recognition::ReturnTimestamps
• pipeline::speech_recognition::SpeechProcessorError
• pipeline::speech_recognition::SpeechTask
• pipeline::speech_to_text::AudioFormat
• pipeline::speech_to_text::AudioInput
• pipeline::speech_to_text::SpeechTask
• pipeline::speech_to_text::SpeechToTextBackend
• pipeline::streaming::StreamResult
• pipeline::table_question_answering::Aggregation
• pipeline::table_question_answering::AggregationType
• pipeline::table_question_answering::TableError
• pipeline::table_question_answering::TableQaError
• pipeline::tensorrt_backend::DeviceType
• pipeline::tensorrt_backend::ExecutionStrategy
• pipeline::tensorrt_backend::LogLevel
• pipeline::tensorrt_backend::MemoryPoolType
• pipeline::tensorrt_backend::MemoryStrategy
• pipeline::tensorrt_backend::OptimizationLevel
• pipeline::tensorrt_backend::PrecisionMode
• pipeline::text_generation::SamplingStrategy
• pipeline::text_to_image::ImageGenError
• pipeline::text_to_image::SchedulerType
• pipeline::text_to_speech::AudioFormat
• pipeline::text_to_speech::EmphasisType
• pipeline::text_to_speech::PauseType
• pipeline::text_to_speech::ProsodyType
• pipeline::token_classification::AggregationStrategy
• pipeline::translation_enhanced::Formality
• pipeline::translation_enhanced::Language
• pipeline::translation_enhanced::Script
• pipeline::translation_enhanced::TranslationError
• pipeline::video_classification::FrameSamplingStrategy
• pipeline::video_classification::TemporalPoolType
• pipeline::video_classification::VideoError
• pipeline::visual_grounding::GroundingError
• pipeline::visual_question_answering::AnswerGenerationStrategy
• pipeline::visual_question_answering::FusionStrategy
• pipeline::visual_question_answering::ImageInput
• pipeline::visual_question_answering::PipelineError
• pipeline::visual_question_answering::ReasoningStepType
• pipeline::zero_shot_audio_classification::ZeroShotAudioError
• processor::IssueSeverity
• processor::Modality
• processor::PreprocessingStep
• processor::QualityCheck
• profiler::ExportFormat
• profiler::MemoryMetricsSource
• validation::ValidationErrorType
• validation::ValidationImpact
• validation::ValidationSeverity
• validation::ValidationSuggestionType
• validation::ValidationWarningType

Traits

• Config
• Layer
• Model
• Optimizer
• Tokenizer
• auto::data_collators::DataCollator
• auto::data_collators::DataCollatorConfig
• auto::feature_extractors::FeatureExtractor
• auto::feature_extractors::FeatureExtractorConfig
• auto::metrics::Metric
• auto::optimizers::Optimizer
• diagnostics::Diagnosable
• pipeline::AsyncPipeline
• pipeline::Pipeline
• pipeline::advanced_rag::AdvancedRetriever
• pipeline::advanced_rag::SelfReflector
• pipeline::advanced_rag::UncertaintyEstimator
• pipeline::composition::OutputConverter
• pipeline::conversational::streaming::backpressure::ResourceProbe
• pipeline::conversational::streaming::quality_analyzer::QualityAnalysis
• pipeline::conversational::streaming::state_management::RecoveryActuator
• pipeline::custom_backend::BackendFactory
• pipeline::custom_backend::BackendModel
• pipeline::custom_backend::CustomBackend
• pipeline::dynamic_batching::DynamicBatchPipeline
• pipeline::early_exit::LayerwiseInference
• pipeline::ensemble::functions::GatingNetwork
• pipeline::ensemble::functions::Router
• pipeline::mixture_of_depths::ComplexityAnalyzer
• pipeline::mixture_of_depths::ConfidenceEstimator
• pipeline::mixture_of_depths::DepthRouter
• pipeline::mixture_of_depths::TokenClassifier
• pipeline::mixture_of_depths::TokenEmbedder
• pipeline::mixture_of_depths::TransformerLayerExecutor
• pipeline::onnx_backend::ONNXSessionOps
• pipeline::speculative_decoding::DraftModel
• pipeline::speculative_decoding::TargetModel
• pipeline::streaming::StreamingPipeline
• prelude::Config
• prelude::Model
• prelude::Optimizer
• prelude::Tokenizer
• training_utils::TrainerAutoMetricExt
• validation::OutputValidator

Macros

• chain_pipelines
• enhanced_profile_operation
• hub_error
• model_error
• pipeline_error
• profile_operation

Functions

• auto::types::utils::collated_batch_memory_size
• auto::types::utils::feature_output_memory_size
• auto::types::utils::validate_collated_batch
• auto::types::utils::validate_feature_output
• config_condition::evaluate
• enhanced_profiler::global_profiler
• enhanced_profiler::init_global_profiler
• enhanced_profiler::read_cpu_usage
• error::global_recovery_manager
• error::with_auto_recovery
• evaluation::metrics::bleu_score
• evaluation::metrics::exact_match
• evaluation::metrics::exact_match_score
• evaluation::metrics::ngram_precision
• evaluation::metrics::perplexity
• evaluation::metrics::rouge_l_score
• evaluation::metrics::rouge_n_score
• evaluation::metrics::token_f1_score
• hub::delta::create_binary_delta
• hub::delta::reconstruct_from_delta
• hub::download::create_download_config_for_scenario
• hub::download::download_file_from_hub
• hub::download::get_cache_dir
• hub::download::is_cached
• hub::loaders::load_config_from_hub
• hub::loaders::load_model_card_from_hub
• hub::loaders::load_weights_from_hub
• hub_search::search_models
• hub_ui::server::start_hub_ui
• hub_ui::server::start_hub_ui_with_config
• hub_upload::sha256
• hub_upload::sha256_file
• loading::parallel_loader::load_model_parallel
• memory_pool::allocate
• memory_pool::deallocate
• memory_pool::global_pool
• memory_pool::init_global_pool
• pipeline::adaptive_inference::create_adaptive_inference_pipeline
• pipeline::adaptive_inference::create_balanced_adaptive_pipeline
• pipeline::adaptive_inference::create_energy_efficient_pipeline
• pipeline::adaptive_inference::create_latency_optimized_pipeline
• pipeline::adaptive_inference::create_memory_efficient_pipeline
• pipeline::advanced_rag::create_advanced_rag_pipeline
• pipeline::advanced_rag::create_full_advanced_rag_pipeline
• pipeline::audio_classification::compute_mel_spectrogram
• pipeline::audio_classification::compute_mel_spectrogram_at
• pipeline::audio_classification::mel_frames_to_tensor
• pipeline::audio_classification::normalize_scores
• pipeline::audio_classification::resample_audio
• pipeline::audio_classification::resample_linear
• pipeline::audio_classification::resample_nearest
• pipeline::composition::compose_pipelines
• pipeline::conversational::config::utils::utils::complexity_score
• pipeline::conversational::config::utils::utils::minimal_config
• pipeline::conversational::config::utils::utils::performance_config
• pipeline::conversational::config::utils::utils::recommended_presets_for_use_case
• pipeline::conversational::config::utils::utils::test_config
• pipeline::conversational::config::utils::utils::validate_compatibility
• pipeline::conversational::create_assistant_pipeline
• pipeline::conversational::create_chat_pipeline
• pipeline::conversational::create_educational_pipeline
• pipeline::conversational::create_persona_pipeline
• pipeline::conversational::create_streaming_pipeline
• pipeline::conversational::get_conversation_recommendations
• pipeline::conversational::get_conversational_capabilities
• pipeline::conversational::get_pipeline_capabilities
• pipeline::conversational::init_conversational_pipeline
• pipeline::conversational::init_conversational_pipeline_with_config
• pipeline::conversational::pipeline::advanced_conversational_pipeline
• pipeline::conversational::pipeline::conversational_pipeline
• pipeline::conversational::pipeline::streaming_conversational_pipeline
• pipeline::conversational::quick_conversation_assessment
• pipeline::conversational::start_smart_conversation
• pipeline::conversational::streaming::compatibility::conversion::upgrade_stats_to_quality_analysis
• pipeline::conversational::streaming::compatibility::conversion::upgrade_streaming_config
• pipeline::conversational::streaming::compatibility::migration::create_pipeline_from_legacy_config
• pipeline::conversational::streaming::compatibility::migration::migration_guide
• pipeline::conversational::summarization::factory::create_abstractive_summarizer
• pipeline::conversational::summarization::factory::create_default_summarizer
• pipeline::conversational::summarization::factory::create_extractive_summarizer
• pipeline::conversational::summarization::factory::create_high_compression_summarizer
• pipeline::conversational::summarization::factory::validate_summarization_config
• pipeline::conversational::validate_conversational_config
• pipeline::coreml_backend::create_coreml_text_classification_pipeline
• pipeline::coreml_backend::create_coreml_text_generation_pipeline
• pipeline::custom_backend::create_backend
• pipeline::custom_backend::create_custom_backend_pipeline
• pipeline::custom_backend::create_custom_text_classification_pipeline
• pipeline::custom_backend::create_custom_text_generation_pipeline
• pipeline::custom_backend::get_backend
• pipeline::custom_backend::list_available_backends
• pipeline::custom_backend::list_available_factories
• pipeline::custom_backend::register_backend_factory
• pipeline::document_understanding::document_understanding_pipeline
• pipeline::document_understanding_pipeline
• pipeline::early_exit::create_adaptive_early_exit
• pipeline::early_exit::create_budget_constrained_early_exit
• pipeline::early_exit::create_confidence_based_early_exit
• pipeline::early_exit::create_early_exit_pipeline
• pipeline::enhanced_pipeline
• pipeline::ensemble::functions::create_adaptive_voting_ensemble
• pipeline::ensemble::functions::create_cascade_ensemble
• pipeline::ensemble::functions::create_classification_ensemble
• pipeline::ensemble::functions::create_consensus_ensemble
• pipeline::ensemble::functions::create_dynamic_ensemble
• pipeline::ensemble::functions::create_dynamic_routing_ensemble
• pipeline::ensemble::functions::create_efficient_ensemble
• pipeline::ensemble::functions::create_ensemble_pipeline
• pipeline::ensemble::functions::create_generation_ensemble
• pipeline::ensemble::functions::create_high_performance_ensemble
• pipeline::ensemble::functions::create_qa_ensemble
• pipeline::ensemble::functions::create_quality_latency_ensemble
• pipeline::ensemble::functions::create_resource_aware_ensemble
• pipeline::ensemble::functions::create_uncertainty_ensemble
• pipeline::image_segmentation::apply_colormap_segmentation
• pipeline::image_segmentation::masks_to_semantic
• pipeline::mamba2_pipeline::create_high_performance_mamba2_pipeline
• pipeline::mamba2_pipeline::create_memory_efficient_mamba2_pipeline
• pipeline::mamba2_pipeline::create_ultra_long_sequence_mamba2_pipeline
• pipeline::media::audio_dsp::apply_mel_filterbank
• pipeline::media::audio_dsp::decode_wav
• pipeline::media::audio_dsp::encode_wav_pcm16
• pipeline::media::audio_dsp::hann_window
• pipeline::media::audio_dsp::hz_to_mel
• pipeline::media::audio_dsp::is_wav
• pipeline::media::audio_dsp::log_mel_spectrogram
• pipeline::media::audio_dsp::mel_filterbank
• pipeline::media::audio_dsp::mel_to_hz
• pipeline::media::audio_dsp::resample_linear
• pipeline::media::audio_dsp::rms
• pipeline::media::audio_dsp::stft_power
• pipeline::media::image_proc::center_crop
• pipeline::media::image_proc::decode_image_bytes
• pipeline::media::image_proc::decode_image_file
• pipeline::media::image_proc::decode_netpbm
• pipeline::media::image_proc::encode_ppm
• pipeline::media::image_proc::normalize_to_chw
• pipeline::media::image_proc::preprocess_vision
• pipeline::media::image_proc::resize_bilinear
• pipeline::media::unsupported_model
• pipeline::mixture_of_depths::create_efficiency_optimized_mod_pipeline
• pipeline::mixture_of_depths::create_mixture_of_depths_pipeline
• pipeline::mixture_of_depths::create_quality_focused_mod_pipeline
• pipeline::multimodal::multimodal_pipeline
• pipeline::object_detection::nms
• pipeline::object_detection::soft_nms
• pipeline::onnx_backend::onnx_text_classification_pipeline
• pipeline::onnx_backend::onnx_text_generation_pipeline
• pipeline::openvino_backend::openvino_text_classification_pipeline
• pipeline::openvino_backend::openvino_text_generation_pipeline
• pipeline::pipeline
• pipeline::pose_estimation::coco_skeleton
• pipeline::speculative_decoding::create_efficiency_optimized_speculative_pipeline
• pipeline::speculative_decoding::create_speculative_decoding_pipeline
• pipeline::speculative_decoding::create_tree_based_speculative_pipeline
• pipeline::table_question_answering::aggregate_average
• pipeline::table_question_answering::aggregate_count
• pipeline::table_question_answering::aggregate_max
• pipeline::table_question_answering::aggregate_min
• pipeline::table_question_answering::aggregate_sum
• pipeline::tensorrt_backend::tensorrt_text_classification_pipeline
• pipeline::tensorrt_backend::tensorrt_text_generation_pipeline
• pipeline::zero_shot_audio_classification::cosine_similarity
• pipeline::zero_shot_audio_classification::softmax
• profiler::get_global_profiler
• profiler::profile_async
• profiler::profile_fn
• profiler::read_process_memory
• training_utils::add_eval_metric_auto
• training_utils::with_auto_metrics
• zero_copy::align_to
• zero_copy::allocate_global
• zero_copy::deallocate_global
• zero_copy::global_pool
• zero_copy::init_global_pool
• zero_copy::is_aligned

Type Aliases

• AutoTokenizer
• CoreResult
• error::Result
• loading::parallel_loader::ProgressCallback
• pipeline::adaptive_batching::AdaptiveBatchManager
• pipeline::advanced_caching::AdvancedCache
• pipeline::advanced_caching::CacheConfig
• pipeline::composition::PipelineComposition
• pipeline::conversational::ConversationalSystem
• pipeline::conversational::memory::ConversationMemoryManager
• pipeline::conversational::memory::MemoryUtils
• pipeline::conversational::safety::EnhancedSafetyFilter
• pipeline::conversational::safety::SafetyAssessment
• pipeline::conversational::safety::SafetyConfig
• pipeline::conversational::streaming::compatibility::LegacyStreamingConfig
• pipeline::conversational::streaming::compatibility::LegacyStreamingResponse
• pipeline::conversational::streaming::compatibility::LegacyStreamingState
• pipeline::conversational::summarization::types::SummarizationEngine
• pipeline::conversational::summarization::types::SummarizationMetadata
• pipeline::dynamic_batching::DynamicBatchConfig
• pipeline::dynamic_batching::DynamicBatchManager
• pipeline::onnx_backend::ONNXBasePipeline
• pipeline::openvino_backend::OpenVINOBasePipeline
• pipeline::streaming::StreamingConfig
• pipeline::table_question_answering::Table
• pipeline::tensorrt_backend::TensorRTBasePipeline
• pipeline::zero_shot_audio_classification::PipelineError
• profiler::GlobalProfiler

Constants

• automodel::WEIGHT_FILE_CANDIDATES
• pipeline::media::image_proc::CLIP_MEAN
• pipeline::media::image_proc::CLIP_STD
• pipeline::media::image_proc::IMAGENET_MEAN
• pipeline::media::image_proc::IMAGENET_STD
• pipeline::speech_to_text::DEFAULT_MAX_NEW_TOKENS
• pipeline::speech_to_text::WHISPER_SOT_TOKEN