List of all items

Structs

• autograd::Context
• autograd::Tensor
• autograd::checkpoint::CheckpointConfig
• autograd::checkpoint::CheckpointManager
• autograd::checkpoint::CheckpointedSegment
• autograd::precision::GradScaler
• autograd::precision::MixedPrecisionConfig
• config::AuditArgs
• config::BenchArgs
• config::BundleArgs
• config::CiteArgs
• config::Cli
• config::ColumnStats
• config::CompletionArgs
• config::DataConfig
• config::DepositArgs
• config::ExportArgs
• config::InferenceConfig
• config::InferredSchema
• config::InfoArgs
• config::InitArgs
• config::InspectArgs
• config::LoRASpec
• config::MergeArgs
• config::MergeSpec
• config::ModelRef
• config::MonitorArgs
• config::OptimSpec
• config::PreregisterArgs
• config::QuantSpec
• config::QuantizeArgs
• config::ResearchArgs
• config::ResearchInitArgs
• config::TrainArgs
• config::TrainSpec
• config::TrainingParams
• config::ValidateArgs
• config::VerifyArgs
• dashboard::MetricSnapshot
• dashboard::ResourceSnapshot
• distill::DistillationLoss
• distill::EnsembleDistiller
• distill::ProgressiveDistiller
• ecosystem::batuta::BatutaClient
• ecosystem::batuta::FallbackPricing
• ecosystem::batuta::GpuPricing
• ecosystem::batuta::QueueState
• ecosystem::realizar::ExperimentProvenance
• ecosystem::realizar::GeneralMetadata
• ecosystem::realizar::GgufExportResult
• ecosystem::realizar::GgufExporter
• ecosystem::realizar::GgufMetadata
• efficiency::benchmark::BenchmarkEntry
• efficiency::benchmark::BenchmarkStatistics
• efficiency::benchmark::CostPerformanceBenchmark
• efficiency::device::AppleSiliconInfo
• efficiency::device::CpuInfo
• efficiency::device::GpuInfo
• efficiency::device::TpuInfo
• efficiency::metrics::CostMetrics
• efficiency::metrics::EfficiencyMetrics
• efficiency::metrics::EnergyMetrics
• efficiency::platform::EdgeEfficiency
• efficiency::platform::ServerEfficiency
• efficiency::platform::WasmBudget
• eval::classification::ConfusionMatrix
• eval::classification::MultiClassMetrics
• eval::drift::DriftDetector
• eval::drift::DriftResult
• eval::drift::DriftSummary
• eval::evaluator::EvalConfig
• eval::evaluator::EvalResult
• eval::evaluator::KFold
• eval::evaluator::Leaderboard
• eval::evaluator::ModelEvaluator
• eval::retrain::AutoRetrainer
• eval::retrain::RetrainConfig
• eval::retrain::RetrainerStats
• generative::code_gan::CodeGan
• generative::code_gan::CodeGanConfig
• generative::code_gan::CodeGanStats
• generative::code_gan::Discriminator
• generative::code_gan::DiscriminatorConfig
• generative::code_gan::Generator
• generative::code_gan::GeneratorConfig
• generative::code_gan::LatentCode
• generative::code_gan::TrainingResult
• hf_pipeline::AttentionTransfer
• hf_pipeline::Batch
• hf_pipeline::Dataset
• hf_pipeline::DatasetOptions
• hf_pipeline::DistillationCollator
• hf_pipeline::DistillationLoss
• hf_pipeline::DistillationTrainer
• hf_pipeline::DistillationYamlConfig
• hf_pipeline::Example
• hf_pipeline::ExportResult
• hf_pipeline::Exporter
• hf_pipeline::FetchOptions
• hf_pipeline::FineTuneConfig
• hf_pipeline::HfDatasetFetcher
• hf_pipeline::HfModelFetcher
• hf_pipeline::MemoryEstimate
• hf_pipeline::MemoryRequirement
• hf_pipeline::ModelArtifact
• hf_pipeline::ModelMetadata
• hf_pipeline::ModelWeights
• hf_pipeline::ProgressiveDistillation
• hf_pipeline::SafeTensorsTeacher
• hf_pipeline::TeacherCache
• hf_pipeline::TrainerConfig
• hf_pipeline::TrainingState
• integrity::behavioral::BehavioralIntegrity
• integrity::behavioral::BehavioralIntegrityBuilder
• integrity::behavioral::MetamorphicViolation
• integrity::behavioral::ViolationCounts
• integrity::lineage::CausalLineage
• integrity::lineage::LamportTimestamp
• integrity::lineage::LineageEvent
• integrity::trace_storage::TraceStoragePolicy
• io::Model
• io::ModelMetadata
• io::ParameterInfo
• io::SaveConfig
• lora::AdapterMetadata
• lora::LoRAAdapter
• lora::LoRAConfig
• lora::LoRALayer
• lora::MemoryStats
• lora::QLoRALayer
• merge::DareConfig
• merge::EnsembleConfig
• merge::SlerpConfig
• merge::TiesConfig
• monitor::MetricRecord
• monitor::MetricStats
• monitor::MetricsCollector
• monitor::andon::Alert
• monitor::andon::AndonConfig
• monitor::andon::AndonSystem
• monitor::dashboard::Dashboard
• monitor::dashboard::DashboardConfig
• monitor::drift::Anomaly
• monitor::drift::DriftDetector
• monitor::drift::SlidingWindowBaseline
• monitor::export::MetricsExporter
• monitor::gpu::AndonThresholds
• monitor::gpu::GpuAndonSystem
• monitor::gpu::GpuMetrics
• monitor::gpu::GpuMetricsBuffer
• monitor::gpu::GpuMonitor
• monitor::inference::InferenceMonitor
• monitor::inference::collector::ChainEntry
• monitor::inference::collector::ChainVerification
• monitor::inference::collector::HashChainCollector
• monitor::inference::collector::RingCollector
• monitor::inference::collector::StreamCollector
• monitor::inference::counterfactual::Counterfactual
• monitor::inference::counterfactual::FeatureChange
• monitor::inference::path::ForestPath
• monitor::inference::path::KNNPath
• monitor::inference::path::LeafInfo
• monitor::inference::path::LinearPath
• monitor::inference::path::NeuralPath
• monitor::inference::path::TreePath
• monitor::inference::path::TreeSplit
• monitor::inference::provenance::Anomaly
• monitor::inference::provenance::AttackPath
• monitor::inference::provenance::IncidentReconstructor
• monitor::inference::provenance::ProvenanceEdge
• monitor::inference::provenance::ProvenanceGraph
• monitor::inference::safety_andon::SafetyAndon
• monitor::inference::serialization::TraceSerializer
• monitor::inference::trace::DecisionTrace
• monitor::lineage::Derivation
• monitor::lineage::ModelComparison
• monitor::lineage::ModelLineage
• monitor::lineage::ModelMetadata
• monitor::llm::EvalResult
• monitor::llm::InMemoryLLMEvaluator
• monitor::llm::LLMMetrics
• monitor::llm::PromptVersion
• monitor::llm::stats::LLMStats
• monitor::prometheus::LabelSet
• monitor::prometheus::MetricDef
• monitor::prometheus::PrometheusExporter
• monitor::report::HanseiAnalyzer
• monitor::report::MetricSummary
• monitor::report::PostTrainingReport
• monitor::report::TrainingIssue
• monitor::storage::InMemoryStore
• monitor::storage::JsonFileStore
• monitor::wasm::WasmDashboard
• monitor::wasm::WasmDashboardOptions
• monitor::wasm::WasmMetricsCollector
• optim::Adam
• optim::AdamW
• optim::CosineAnnealingLR
• optim::LinearWarmupLR
• optim::SGD
• optim::StepDecayLR
• optim::WarmupCosineDecayLR
• optim::dp::DpSgd
• optim::dp::DpSgdConfig
• optim::dp::PrivacyBudget
• optim::dp::RdpAccountant
• optim::hpo::GridSearch
• optim::hpo::HyperbandScheduler
• optim::hpo::HyperparameterSpace
• optim::hpo::TPEOptimizer
• optim::hpo::Trial
• prune::CalibrationCollector
• prune::CalibrationConfig
• prune::CalibrationDataConfig
• prune::CalibrationDataLoader
• prune::PruneFinetunePipeline
• prune::PruneTrainer
• prune::PruneTrainerConfig
• prune::PruningCallback
• prune::PruningConfig
• prune::PruningMetrics
• quality::failure::FailureContext
• quality::failure::ParetoAnalysis
• quality::pmat::CodeQualityMetrics
• quality::supply_chain::Advisory
• quality::supply_chain::AuditSummary
• quality::supply_chain::DependencyAudit
• quant::BenchmarkSuite
• quant::CalibrationResult
• quant::Calibrator
• quant::FakeQuantConfig
• quant::FakeQuantize
• quant::Q4_0
• quant::Q8_0
• quant::QuantBenchmarkResult
• quant::QuantErrorStats
• quant::QuantParams
• quant::Quantized4Bit
• quant::QuantizedTensor
• research::anonymization::AnonymizationConfig
• research::anonymization::AnonymizedArtifact
• research::anonymization::AnonymousAuthor
• research::archive::ArchiveDeposit
• research::archive::DepositMetadata
• research::archive::DepositResult
• research::archive::FigshareConfig
• research::archive::RelatedIdentifier
• research::archive::ZenodoConfig
• research::artifact::Affiliation
• research::artifact::Author
• research::artifact::ResearchArtifact
• research::citation::CitationMetadata
• research::citation_graph::CitationEdge
• research::citation_graph::CitationGraph
• research::citation_graph::CitationNode
• research::literate::CodeBlock
• research::notebook::Cell
• research::notebook::CellMetadata
• research::notebook::CellOutput
• research::notebook::KernelSpec
• research::notebook::NotebookExporter
• research::notebook::NotebookMetadata
• research::preregistration::PreRegistration
• research::preregistration::PreRegistrationCommitment
• research::preregistration::PreRegistrationReveal
• research::preregistration::SignedPreRegistration
• research::ro_crate::RoCrate
• research::ro_crate::RoCrateDescriptor
• research::ro_crate::RoCrateEntity
• run::Run
• run::TracingConfig
• search::mcts::MctsConfig
• search::mcts::MctsResult
• search::mcts::MctsSearch
• search::mcts::MctsStats
• search::mcts::Node
• search::mcts::NodeId
• search::mcts::NodeStats
• search::mcts::SearchTree
• server::ApiResponse
• server::CreateExperimentRequest
• server::CreateRunRequest
• server::ExperimentResponse
• server::HealthResponse
• server::LogMetricsRequest
• server::LogParamsRequest
• server::RunResponse
• server::ServerConfig
• server::UpdateRunRequest
• sovereign::distribution::ComponentManifest
• sovereign::distribution::SovereignDistribution
• sovereign::nix::CrateSpec
• sovereign::nix::NixFlakeConfig
• sovereign::registry::ModelEntry
• sovereign::registry::OfflineModelRegistry
• sovereign::registry::RegistryManifest
• storage::MetricPoint
• storage::cloud::ArtifactMetadata
• storage::cloud::AzureConfig
• storage::cloud::GCSConfig
• storage::cloud::InMemoryBackend
• storage::cloud::LocalBackend
• storage::cloud::MockS3Backend
• storage::cloud::S3Config
• storage::memory::InMemoryStorage
• storage::preflight::CheckMetadata
• storage::preflight::Preflight
• storage::preflight::PreflightCheck
• storage::preflight::PreflightContext
• storage::preflight::PreflightResults
• storage::registry::InMemoryRegistry
• storage::registry::MetricRequirement
• storage::registry::ModelVersion
• storage::registry::PolicyCheckResult
• storage::registry::PromotionPolicy
• storage::registry::StageTransition
• storage::registry::VersionComparison
• storage::sqlite::ArtifactRef
• storage::sqlite::Experiment
• storage::sqlite::ParamFilter
• storage::sqlite::Run
• storage::sqlite::SqliteBackend
• tokenizer::BPETokenizer
• tokenizer::CharTokenizer
• tokenizer::HfBpeConfig
• tokenizer::HfBpeTokenizer
• tokenizer::HfTokenizer
• tokenizer::MergeRule
• tokenizer::Qwen2BpeTokenizer
• tokenizer::SpecialTokens
• tokenizer::TokenizerConfig
• train::Accuracy
• train::AdaptiveCurriculum
• train::Batch
• train::CausalLMLoss
• train::CrossEntropyLoss
• train::F1Score
• train::HuberLoss
• train::L1Loss
• train::LMBatch
• train::LinearCurriculum
• train::MAE
• train::MSELoss
• train::MetricsTracker
• train::Precision
• train::R2Score
• train::RMSE
• train::Recall
• train::SampleWeightedLoss
• train::TieredCurriculum
• train::TrainConfig
• train::TrainResult
• train::Trainer
• train::TransformerTrainConfig
• train::TransformerTrainer
• train::WeightedLoss
• train::callback::CallbackContext
• train::callback::CallbackManager
• train::callback::CheckpointCallback
• train::callback::EarlyStopping
• train::callback::ExplainabilityCallback
• train::callback::FeatureImportanceResult
• train::callback::LRSchedulerCallback
• train::callback::MonitorCallback
• train::callback::ProgressCallback
• train::tui::Alert
• train::tui::AndonSystem
• train::tui::FeatureImportanceChart
• train::tui::GradientFlowHeatmap
• train::tui::KalmanEta
• train::tui::LossCurveDisplay
• train::tui::MetricsBuffer
• train::tui::MonitorConfig
• train::tui::ProgressBar
• train::tui::ReferenceCurve
• train::tui::RefreshPolicy
• train::tui::TerminalCapabilities
• train::tui::TerminalMonitorCallback
• transformer::Embedding
• transformer::FeedForward
• transformer::MultiHeadAttention
• transformer::RMSNorm
• transformer::Transformer
• transformer::TransformerBlock
• transformer::TransformerConfig
• yaml_mode::AuditConfig
• yaml_mode::BackpressureConfig
• yaml_mode::BenchmarkConfig
• yaml_mode::CallbackConfig
• yaml_mode::CitlConfig
• yaml_mode::DataConfig
• yaml_mode::DataLoader
• yaml_mode::DataSplit
• yaml_mode::DebugConfig
• yaml_mode::DistillModelRef
• yaml_mode::DistillationConfig
• yaml_mode::DriftDetectionConfig
• yaml_mode::GradientConfig
• yaml_mode::GraphConfig
• yaml_mode::InspectConfig
• yaml_mode::LoraConfig
• yaml_mode::MixedPrecisionConfig
• yaml_mode::ModelConfig
• yaml_mode::MonitoringConfig
• yaml_mode::OptimizerConfig
• yaml_mode::OutputConfig
• yaml_mode::PrivacyConfig
• yaml_mode::QuantizeConfig
• yaml_mode::RagConfig
• yaml_mode::SchedulerConfig
• yaml_mode::SessionConfig
• yaml_mode::SigningConfig
• yaml_mode::StressConfig
• yaml_mode::TerminalMonitor
• yaml_mode::TrackingConfig
• yaml_mode::TrainingConfig
• yaml_mode::TrainingManifest
• yaml_mode::VerificationConfig
• yaml_mode::WarmupConfig

Enums

• autograd::precision::Precision
• config::ArchiveProviderArg
• config::ArtifactTypeArg
• config::AuditType
• config::CitationFormat
• config::Command
• config::ExportFormat
• config::FeatureType
• config::InitTemplate
• config::InspectMode
• config::LicenseArg
• config::MergeMethod
• config::OutputFormat
• config::QuantMethod
• config::ResearchCommand
• config::ShellType
• config::ValidationError
• dashboard::Trend
• ecosystem::batuta::BatutaError
• ecosystem::realizar::GgufExportError
• ecosystem::realizar::QuantizationType
• efficiency::device::ComputeDevice
• efficiency::device::SimdCapability
• efficiency::paradigm::FineTuneMethod
• efficiency::paradigm::ModelParadigm
• efficiency::platform::BudgetViolation
• efficiency::platform::PlatformEfficiency
• error::Error
• eval::classification::Average
• eval::drift::DriftTest
• eval::drift::Severity
• eval::evaluator::Metric
• eval::retrain::Action
• eval::retrain::RetrainPolicy
• hf_pipeline::Architecture
• hf_pipeline::ExportFormat
• hf_pipeline::FetchError
• hf_pipeline::FineTuneMethod
• hf_pipeline::MixedPrecision
• hf_pipeline::Split
• hf_pipeline::WeightFormat
• integrity::behavioral::IntegrityAssessment
• integrity::behavioral::MetamorphicRelationType
• integrity::lineage::LineageEventType
• integrity::trace_storage::CompressionAlgorithm
• integrity::trace_storage::PolicyValidationError
• io::ModelFormat
• lora::AdapterError
• merge::EnsembleStrategy
• merge::MergeError
• monitor::Metric
• monitor::andon::AlertLevel
• monitor::drift::AnomalySeverity
• monitor::drift::DriftStatus
• monitor::export::ExportFormat
• monitor::gpu::GpuAlert
• monitor::inference::collector::StreamFormat
• monitor::inference::counterfactual::CounterfactualError
• monitor::inference::path::PathError
• monitor::inference::provenance::CausalRelation
• monitor::inference::provenance::ProvenanceNode
• monitor::inference::safety_andon::EmergencyCondition
• monitor::inference::safety_andon::SafetyIntegrityLevel
• monitor::inference::serialization::PathType
• monitor::inference::serialization::SerializationError
• monitor::inference::serialization::TraceFormat
• monitor::lineage::ChangeType
• monitor::llm::LLMError
• monitor::prometheus::MetricType
• monitor::report::IssueSeverity
• monitor::report::Trend
• monitor::storage::StorageError
• optim::dp::DpError
• optim::hpo::AcquisitionFunction
• optim::hpo::HPOError
• optim::hpo::ParameterDomain
• optim::hpo::ParameterValue
• optim::hpo::SearchStrategy
• optim::hpo::SurrogateModel
• optim::hpo::TrialStatus
• prune::PruneMethod
• prune::PruningSchedule
• prune::PruningStage
• prune::SparsityPatternConfig
• quality::failure::FailureCategory
• quality::pmat::PmatGrade
• quality::pmat::QualityError
• quality::supply_chain::AuditStatus
• quality::supply_chain::Severity
• quality::supply_chain::SupplyChainError
• quant::CalibrationMethod
• quant::GGUFQuantType
• quant::QuantGranularity
• quant::QuantMode
• research::archive::ArchiveProvider
• research::archive::DepositError
• research::archive::IdentifierScheme
• research::archive::RelationType
• research::archive::ResourceType
• research::artifact::ArtifactType
• research::artifact::ContributorRole
• research::artifact::License
• research::artifact::ValidationError
• research::citation_graph::EdgeType
• research::literate::LiterateDocument
• research::notebook::CellType
• research::preregistration::PreRegistrationError
• research::preregistration::TimestampProof
• research::ro_crate::EntityType
• server::ServerError
• sovereign::distribution::DistributionFormat
• sovereign::distribution::DistributionTier
• sovereign::nix::NixSystem
• sovereign::registry::ModelSource
• storage::RunStatus
• storage::StorageError
• storage::cloud::BackendConfig
• storage::cloud::CloudError
• storage::preflight::CheckResult
• storage::preflight::CheckType
• storage::preflight::PreflightError
• storage::registry::Comparison
• storage::registry::ModelStage
• storage::registry::RegistryError
• storage::sqlite::FilterOp
• storage::sqlite::ParameterValue
• tokenizer::TokenizerError
• tokenizer::TokenizerType
• train::callback::CallbackAction
• train::callback::ExplainMethod
• train::tui::AlertLevel
• train::tui::DashboardLayout
• train::tui::TerminalMode
• yaml_mode::CallbackType
• yaml_mode::ManifestError
• yaml_mode::PreprocessingStep
• yaml_mode::Template

Traits

• autograd::BackwardOp
• dashboard::DashboardSource
• hf_pipeline::TeacherModel
• monitor::inference::Explainable
• monitor::inference::collector::TraceCollector
• monitor::inference::path::DecisionPath
• monitor::llm::LLMEvaluator
• monitor::storage::MetricsStore
• optim::LRScheduler
• optim::Optimizer
• search::mcts::Action
• search::mcts::ActionSpace
• search::mcts::PolicyNetwork
• search::mcts::State
• search::mcts::StateSpace
• storage::ExperimentStorage
• storage::cloud::ArtifactBackend
• storage::registry::ModelRegistry
• tokenizer::Tokenizer
• train::CurriculumScheduler
• train::LossFn
• train::Metric
• train::callback::TrainerCallback

Functions

• autograd::add
• autograd::attention
• autograd::backward
• autograd::checkpoint::checkpoint
• autograd::checkpoint::checkpoint_if
• autograd::checkpoint::estimate_memory_savings
• autograd::checkpoint::optimal_checkpoints
• autograd::gelu
• autograd::layer_norm
• autograd::matmul
• autograd::mul
• autograd::precision::bf16_to_f32
• autograd::precision::estimate_memory_savings
• autograd::precision::f32_to_bf16
• autograd::precision::f32_to_fp16
• autograd::precision::fp16_to_f32
• autograd::relu
• autograd::scale
• autograd::softmax
• autograd::sum
• autograd::swish
• config::apply_overrides
• config::build_model
• config::build_optimizer
• config::collect_stats_from_samples
• config::infer_schema
• config::infer_schema_from_path
• config::infer_type
• config::load_config
• config::parse_args
• config::train_from_yaml
• config::validate_config
• ecosystem::batuta::adjust_eta
• eval::classification::classification_report
• eval::classification::confusion_matrix
• generative::code_gan::sigmoid
• io::load_model
• io::save_model
• lora::load_adapter
• lora::save_adapter
• merge::dare_merge
• merge::ensemble_merge
• merge::slerp_merge
• merge::ties_merge
• monitor::gpu::format_gpu_panel
• monitor::gpu::render_progress_bar
• monitor::gpu::render_sparkline
• monitor::inference::fnv1a_hash
• monitor::inference::hash_features
• monitor::inference::monotonic_ns
• monitor::llm::heuristics::compute_coherence
• monitor::llm::heuristics::compute_groundedness
• monitor::llm::heuristics::compute_harmfulness
• monitor::llm::heuristics::compute_relevance
• monitor::llm::stats::percentile
• monitor::wasm::generate_sparkline
• monitor::wasm::normalize_values
• optim::clip_grad_norm
• optim::dp::add_gaussian_noise
• optim::dp::clip_gradient
• optim::dp::estimate_noise_multiplier
• optim::dp::grad_norm
• optim::dp::privacy_cost_per_step
• optim::simd_adam_update
• optim::simd_adamw_update
• optim::simd_axpy
• quality::failure::top_failure_categories
• quant::accuracy_retention
• quant::analyze_error
• quant::analyze_outlier_impact
• quant::calibrate_min_max
• quant::calibrate_per_channel
• quant::calibrate_per_group
• quant::calibrate_per_tensor
• quant::calibrate_percentile
• quant::compare_bit_width_degradation
• quant::compare_bit_widths
• quant::compare_granularities
• quant::dequantize_4bit
• quant::dequantize_tensor
• quant::dequantize_with_params
• quant::error_within_bounds
• quant::fake_quantize
• quant::generate_gaussian_weights
• quant::generate_multi_channel_weights
• quant::generate_uniform_weights
• quant::generate_weights_with_outliers
• quant::quantization_mse
• quant::quantize_4bit
• quant::quantize_tensor
• quant::quantize_with_params
• quant::run_benchmark
• quant::run_full_benchmark_suite
• quant::scale_sensitivity
• quant::ste_backward
• quant::theoretical_max_error
• quant::theoretical_sqnr
• research::anonymization::anonymize_text
• research::archive::validate_doi
• research::artifact::validate_orcid
• research::artifact::validate_ror_id
• storage::cloud::compute_hash
• tokenizer::bytes_to_unicode
• tokenizer::load_hf_from_files
• tokenizer::load_hf_from_json
• train::efficiency_score
• train::perplexity
• train::select_optimal_tier
• train::tokens_per_second
• train::tui::format_duration
• train::tui::sparkline
• train::tui::sparkline_range
• yaml_mode::generate_manifest
• yaml_mode::generate_yaml
• yaml_mode::load_manifest
• yaml_mode::save_manifest
• yaml_mode::validate_manifest

Type Aliases

• dashboard::SubscriptionCallback
• error::Result
• eval::drift::DriftCallback
• eval::retrain::RetrainCallback
• hf_pipeline::Result
• merge::Model
• monitor::MetricsSummary
• monitor::inference::provenance::NodeId
• monitor::llm::PromptId
• monitor::llm::Result
• monitor::storage::StorageResult
• optim::dp::Result
• optim::hpo::Result
• quality::pmat::Result
• quality::supply_chain::Result
• search::mcts::Reward
• server::Result
• storage::Result
• storage::cloud::Result
• storage::registry::Result
• tokenizer::Result
• tokenizer::TokenId
• train::SmoothL1Loss
• train::tui::SeriesSummaryTuple
• yaml_mode::ValidationResult

Constants

• efficiency::metrics::pricing::A100_ONDEMAND
• efficiency::metrics::pricing::A100_SPOT
• efficiency::metrics::pricing::CPU_8CORE
• efficiency::metrics::pricing::M2_AMORTIZED
• efficiency::metrics::pricing::T4_SPOT
• efficiency::metrics::pricing::V100_SPOT
• monitor::inference::serialization::APRT_MAGIC
• monitor::inference::serialization::APRT_VERSION
• quant::BLOCK_SIZE
• quant::GGUF_BLOCK_SIZE
• research::ro_crate::RO_CRATE_CONTEXT
• train::tui::SPARK_CHARS