hugot

package module

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Versions in this module

v0

v0.7.5

Jun 5, 2026

v0.7.4

May 24, 2026

v0.7.3

May 20, 2026

Changes in this version

+ func GetPipelines[T backends.Pipeline](s *Session) (map[string]T, error)

+ func ValidateDownloadedHFModel(repo *hub.Repo, options DownloadOptions) ([]string, error)

type Session

+ func (s *Session) GetModels() map[string]*backends.Model

v0.7.2

Apr 22, 2026

v0.7.1

Apr 19, 2026

v0.7.0

Mar 30, 2026

Changes in this version

+ type QuestionAnsweringConfig = backends.PipelineConfig[*pipelines.QuestionAnsweringPipeline]

+ type QuestionAnsweringOption = backends.PipelineOption[*pipelines.QuestionAnsweringPipeline]

v0.6.5

Mar 17, 2026

v0.6.4

Mar 2, 2026

v0.6.3

Feb 26, 2026

v0.6.2

Jan 28, 2026

Changes in this version

+ type TabularConfig = backends.PipelineConfig[*pipelines.TabularPipeline]

+ type TabularOption = backends.PipelineOption[*pipelines.TabularPipeline]

v0.6.1

Dec 23, 2025

v0.6.0

Dec 18, 2025

Changes in this version

+ type ObjectDetectionConfig = backends.PipelineConfig[*pipelines.ObjectDetectionPipeline]

+ type ObjectDetectionOption = backends.PipelineOption[*pipelines.ObjectDetectionPipeline]

v0.5.10

Dec 8, 2025

v0.5.9

Dec 8, 2025

Changes in this version

type Session

+ func (s *Session) GetStatistics() []backends.PipelineStatistics

+ func (s *Session) PrintStatistics()

v0.5.8

Nov 22, 2025

v0.5.7

Nov 11, 2025

v0.5.6

Oct 22, 2025

v0.5.5

Sep 30, 2025

v0.5.4

Sep 10, 2025

v0.5.3

Sep 1, 2025

v0.5.2

Aug 30, 2025

v0.5.1

Aug 29, 2025

v0.5.0

Aug 29, 2025

Changes in this version

+ type CrossEncoderConfig = pipelineBackends.PipelineConfig[*pipelines.CrossEncoderPipeline]

+ type CrossEncoderOption = pipelineBackends.PipelineOption[*pipelines.CrossEncoderPipeline]

type DownloadOptions

+ ExternalDataPath string

+ type ImageClassificationConfig = pipelineBackends.PipelineConfig[*pipelines.ImageClassificationPipeline]

+ type ImageClassificationOption = pipelineBackends.PipelineOption[*pipelines.ImageClassificationPipeline]

+ type TextGenerationConfig = pipelineBackends.PipelineConfig[*pipelines.TextGenerationPipeline]

+ type TextGenerationOption = pipelineBackends.PipelineOption[*pipelines.TextGenerationPipeline]

type TrainingConfig

+ EvalDataset datasets.Dataset

+ Options []TrainingOption

+ TrainDataset datasets.Dataset

+ TrainEvalDataset datasets.Dataset

type TrainingOption

+ func WithEarlyStopping() TrainingOption

+ func WithEarlyStoppingParams(patience int, tolerance float32) TrainingOption

+ func WithEpochs(epochs int) TrainingOption

+ func WithFreezeEmbeddings() TrainingOption

+ func WithFreezeLayers(layers []int) TrainingOption

+ type TrainingStatistics struct

+ EpochEvalLosses []float32

+ EpochTrainLosses []float32

v0.4.3

Jul 18, 2025

v0.4.2

Jun 26, 2025

v0.4.1

Jun 3, 2025

v0.4.0

Jun 3, 2025

Changes in this version

+ func TrainGoMLX(s *TrainingSession) error

+ type GOMLXTrainingOptions struct

+ Loss losses.LossFn

+ Optimizer optimizers.Interface

type Session

+ func NewGoSession(opts ...options.WithOption) (*Session, error)

+ func NewXLASession(_ ...options.WithOption) (*Session, error)

type TrainingConfig

+ GOMLXTrainingOptions *GOMLXTrainingOptions

type TrainingSession

+ func NewGoTrainingSession[T pipelineBackends.Pipeline](config TrainingConfig) (*TrainingSession, error)

v0.3.8

May 24, 2025

v0.3.7

May 12, 2025

v0.3.6

Apr 11, 2025

v0.3.5

Mar 21, 2025

Changes in this version

type TrainingSession

+ func NewXLATrainingSession[_ pipelineBackends.Pipeline](_ TrainingConfig) (*TrainingSession, error)

v0.3.4

Mar 7, 2025

v0.3.3

Feb 26, 2025

Changes in this version

+ func ClosePipeline[T pipelineBackends.Pipeline](s *Session, name string) error

type DownloadOptions

+ OnnxFilePath string

type TrainingSession

+ func (s *TrainingSession) GetPipeline() pipelineBackends.Pipeline

v0.3.2

Feb 17, 2025

Changes in this version

type TrainingSession

+ func (s *TrainingSession) Destroy() error

v0.3.1

Feb 3, 2025

v0.3.0

Dec 24, 2024

Changes in this version

+ func InitializePipeline[T pipelineBackends.Pipeline](p T, pipelineConfig pipelineBackends.PipelineConfig[T], ...) (T, string, error)

+ func TrainXLA(_ *TrainingSession) error

+ type TrainingConfig struct

+ Cuda bool

+ Dataset datasets.Dataset

+ Epochs int

+ ModelPath string

+ OnnxFilename string

+ Verbose bool

+ XlaTrainingOptions *XLATrainingOptions

+ type TrainingOption func(eo *TrainingSession) error

+ type TrainingSession struct

+ func (s *TrainingSession) Save(path string) error

+ func (s *TrainingSession) Train() error

+ type XLATrainingOptions struct

+ type ZeroShotClassificationOption = pipelineBackends.PipelineOption[*pipelines.ZeroShotClassificationPipeline]

v0.2.2

Dec 3, 2024

v0.2.1

Dec 3, 2024

v0.2.0

Dec 3, 2024

Changes in this version

+ func DownloadModel(modelName string, destination string, options DownloadOptions) (string, error)

type Session

+ func NewORTSession(opts ...options.WithOption) (*Session, error)

v0.1.9

Nov 14, 2024

v0.1.8

Sep 10, 2024

v0.1.7

Sep 10, 2024

v0.1.6

Aug 13, 2024

v0.1.5

Jul 19, 2024

v0.1.4

Jul 18, 2024

Changes in this version

+ type ZeroShotClassificationConfig = pipelines.PipelineConfig[*pipelines.ZeroShotClassificationPipeline]

v0.1.3

Jun 10, 2024

v0.1.2

May 30, 2024

v0.1.1

Apr 30, 2024

Changes in this version

+ type FeatureExtractionOption = pipelines.PipelineOption[*pipelines.FeatureExtractionPipeline]

v0.1.0

Apr 25, 2024

Changes in this version

type WithOption

+ func WithCoreML(flags uint32) WithOption

+ func WithCuda(options map[string]string) WithOption

+ func WithDirectML(deviceID int) WithOption

+ func WithOpenVINO(options map[string]string) WithOption

+ func WithTensorRT(options map[string]string) WithOption

v0.0.9

Apr 16, 2024

Changes in this version

+ func GetPipeline[T pipelines.Pipeline](s *Session, name string) (T, error)

+ func NewPipeline[T pipelines.Pipeline](s *Session, pipelineConfig pipelines.PipelineConfig[T]) (T, error)

+ type FeatureExtractionConfig = pipelines.PipelineConfig[*pipelines.FeatureExtractionPipeline]

+ type TextClassificationConfig = pipelines.PipelineConfig[*pipelines.TextClassificationPipeline]

+ type TextClassificationOption = pipelines.PipelineOption[*pipelines.TextClassificationPipeline]

+ type TokenClassificationConfig = pipelines.PipelineConfig[*pipelines.TokenClassificationPipeline]

+ type TokenClassificationOption = pipelines.PipelineOption[*pipelines.TokenClassificationPipeline]

v0.0.8

Mar 25, 2024

Changes in this version

+ type WithOption func(o *ortOptions)

+ func WithCpuMemArena(enable bool) WithOption

+ func WithInterOpNumThreads(numThreads int) WithOption

+ func WithIntraOpNumThreads(numThreads int) WithOption

+ func WithMemPattern(enable bool) WithOption

+ func WithTelemetry() WithOption

v0.0.7

Mar 18, 2024

Changes in this version

+ type DownloadOptions struct

+ AuthToken string

+ Branch string

+ ConcurrentConnections int

+ MaxRetries int

+ RetryInterval int

+ SkipSha bool

+ Verbose bool

+ func NewDownloadOptions() DownloadOptions

type Session

+ func (s *Session) DownloadModel(modelName string, destination string, options DownloadOptions) (string, error)

v0.0.6

Mar 12, 2024

v0.0.5

Mar 12, 2024

Changes in this version

+ type SessionOption func() error

+ func WithOnnxLibraryPath(ortLibraryPath string) SessionOption

v0.0.4

Mar 3, 2024

v0.0.3

Feb 20, 2024

v0.0.2

Feb 9, 2024

v0.0.1

Feb 9, 2024

Changes in this version

+ type Session struct

+ func NewSession() (*Session, error)

+ func (s *Session) Destroy() error

+ func (s *Session) GetFeatureExtractionPipeline(name string) (*pipelines.FeatureExtractionPipeline, error)

+ func (s *Session) GetStats() []string

+ func (s *Session) GetTextClassificationPipeline(name string) (*pipelines.TextClassificationPipeline, error)

+ func (s *Session) GetTokenClassificationPipeline(name string) (*pipelines.TokenClassificationPipeline, error)

+ func (s *Session) NewFeatureExtractionPipeline(modelPath string, name string) (*pipelines.FeatureExtractionPipeline, error)

+ func (s *Session) NewTextClassificationPipeline(modelPath string, name string, opts ...pipelines.TextClassificationOption) (*pipelines.TextClassificationPipeline, error)

+ func (s *Session) NewTokenClassificationPipeline(modelPath string, name string, opts ...pipelines.TokenClassificationOption) (*pipelines.TokenClassificationPipeline, error)

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