hfapigo

package module

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Versions in this module

v1

v1.3.1

Jul 14, 2023

v1.3.0

May 28, 2023

Changes in this version

+ const RecommendedImageToTextModel

+ type ImageToTextResponse struct

+ GeneratedText string

+ func SendImageToTextRequest(model, imageFile string) ([]*ImageToTextResponse, error)

v1.2.4

May 14, 2023

v1.2.3

May 14, 2023

v1.2.2

May 14, 2023

Changes in this version

type TextToImageRequest

+ Parameters TextToImageRequestParameters

+ type TextToImageRequestParameters struct

+ GuidanceScale float64

+ Height int64

+ NegativePrompt string

+ NumInferenceSteps int64

+ Width int64

v1.2.1

May 6, 2023

v1.2.0

Apr 27, 2023

Changes in this version

+ const RecommendedTextToImageModel

+ func SendTextToImageRequest(model string, request *TextToImageRequest) (image.Image, string, error)

+ type TextToImageRequest struct

+ Inputs string

+ Options Options

v1.1.0

Apr 8, 2023

Changes in this version

+ const RecommendedImageClassificationModel

+ const RecommendedImageSegmentationModel

+ type ImageClassificationResponse struct

+ Label string

+ Score float64

+ func SendImageClassificationRequest(model, imageFile string) ([]*ImageClassificationResponse, error)

+ type ImageSegmentationResponse struct

+ Label string

+ Mask string

+ Score float64

+ func SendImageSegmentationRequest(model, imageFile string) ([]*ImageSegmentationResponse, error)

v1.0.1

Apr 7, 2023

v1.0.0

Mar 26, 2023

Changes in this version

+ const RecommendedSentenceSimilarityModel

+ type SentenceSimilarityInputs struct

+ Sentences []string

+ SourceSentence string

+ type SentenceSimilarityRequest struct

+ Inputs SentenceSimilarityInputs

+ Options Options

+ type SentenceSimilarityResponse []float64

+ func SendSentenceSimilarityRequest(model string, request *SentenceSimilarityRequest) (*SentenceSimilarityResponse, error)

v0

v0.0.6

Feb 22, 2023

v0.0.5

Feb 19, 2023

v0.0.4

Mar 31, 2022

v0.0.3

Feb 19, 2022

v0.0.2

Feb 19, 2022

v0.0.1

Nov 23, 2021

Changes in this version

type ConversationalParameters

+ func (c *ConversationalParameters) SetMaxLength(maxLength int) *ConversationalParameters

+ func (c *ConversationalParameters) SetMaxTime(maxTime float64) *ConversationalParameters

+ func (c *ConversationalParameters) SetMinLength(minLength int) *ConversationalParameters

+ func (c *ConversationalParameters) SetRepetitionPenalty(penalty float64) *ConversationalParameters

+ func (c *ConversationalParameters) SetTopK(topK int) *ConversationalParameters

+ func (c *ConversationalParameters) SetTopP(topP float64) *ConversationalParameters

type SummarizationParameters

+ func (sp *SummarizationParameters) SetMaxLength(maxLength int) *SummarizationParameters

+ func (sp *SummarizationParameters) SetMaxTime(maxTime float64) *SummarizationParameters

+ func (sp *SummarizationParameters) SetMinLength(minLength int) *SummarizationParameters

+ func (sp *SummarizationParameters) SetRepetitionPenalty(penalty float64) *SummarizationParameters

+ func (sp *SummarizationParameters) SetTopK(topK int) *SummarizationParameters

+ func (sp *SummarizationParameters) SetTopP(topP float64) *SummarizationParameters

v0.0.0

Nov 23, 2021

Changes in this version

+ const APIBaseURL

+ const AuthHeaderKey

+ const AuthHeaderPrefix

+ const MaxCandidateLabels

+ const RecommendedAudioClassificationModel

+ const RecommendedConversationalModel

+ const RecommendedFillMaskModel

+ const RecommendedObjectDetectionModel

+ const RecommendedQuestionAnsweringModel

+ const RecommendedRussianToEnglishModel

+ const RecommendedSpeechRecongnitionModelEnglish

+ const RecommendedTableQuestionAnsweringModel

+ const RecommendedTextClassificationModel

+ const RecommendedTextGenerationModel

+ const RecommendedTokenClassificationModel

+ const RecommendedZeroShotModel

+ const RecommmendedSummarizationModel

+ var APIKey = func() string

+ func MakeHFAPIRequest(jsonBody []byte, model string) ([]byte, error)

+ func MakeHFAPIRequestWithMedia(model, mediaFile string) ([]byte, error)

+ func SetAPIKey(key string)

+ type AggregationStrategy string

+ const AggregationStrategyAverage

+ const AggregationStrategyFirst

+ const AggregationStrategyMax

+ const AggregationStrategyNone

+ const AggregationStrategySimple

+ type AudioClassificationResponse struct

+ Label string

+ Score float64

+ func SendAudioClassificationRequest(model, audioFile string) ([]*AudioClassificationResponse, error)

+ type Conversation struct

+ GeneratedResponses []string

+ PastUserInputs []string

+ type ConversationalParameters struct

+ MaxLength int

+ MaxTime float64

+ MinLength int

+ RepetitionPenalty float64

+ Temperature *float64

+ TopK int

+ TopP float64

+ func NewConversationalParameters() *ConversationalParameters

+ func (c *ConversationalParameters) SetTempurature(temperature float64) *ConversationalParameters

+ type ConversationalRequest struct

+ Inputs ConverstationalInputs

+ Options Options

+ Parameters ConversationalParameters

+ type ConversationalResponse struct

+ Conversation Conversation

+ GeneratedText string

+ func SendConversationalRequest(model string, request *ConversationalRequest) (*ConversationalResponse, error)

+ type ConverstationalInputs struct

+ GeneratedResponses []string

+ PastUserInputs []string

+ Text string

+ type FillMaskRequest struct

+ Inputs []string

+ Options Options

+ type FillMaskResponse struct

+ Masks []*FillMaskResponseEntry

+ func SendFillMaskRequest(model string, request *FillMaskRequest) ([]*FillMaskResponse, error)

+ type FillMaskResponseEntry struct

+ Score float64

+ Sequence string

+ TokenID int

+ TokenStr string

+ type ObjectBox struct

+ XMax int

+ XMin int

+ YMax int

+ YMin int

+ type ObjectDetectionResponse struct

+ Box ObjectBox

+ Label string

+ Score float64

+ func SendObjectDetectionRequest(model, imageFile string) ([]*ObjectDetectionResponse, error)

+ type Options struct

+ UseCache *bool

+ UseGPU *bool

+ WaitForModel *bool

+ func NewOptions() *Options

+ func (opts *Options) SetUseCache(useCache bool) *Options

+ func (opts *Options) SetUseGPU(useGPU bool) *Options

+ func (opts *Options) SetWaitForModel(waitForModel bool) *Options

+ type QuestionAnsweringInputs struct

+ Context string

+ Question string

+ type QuestionAnsweringRequest struct

+ Inputs QuestionAnsweringInputs

+ Options Options

+ type QuestionAnsweringResponse struct

+ Answer string

+ End int

+ Score float64

+ Start int

+ func SendQuestionAnsweringRequest(model string, request *QuestionAnsweringRequest) (*QuestionAnsweringResponse, error)

+ type SpeechRecognitionResponse struct

+ Text string

+ func SendSpeechRecognitionRequest(model, audioFile string) (*SpeechRecognitionResponse, error)

+ type SummarizationParameters struct

+ MaxLength int

+ MaxTime float64

+ MinLength int

+ RepetitionPenalty float64

+ Temperature *float64

+ TopK int

+ TopP float64

+ func NewSummarizationParameters() *SummarizationParameters

+ func (sp *SummarizationParameters) SetTempurature(temperature float64) *SummarizationParameters

+ type SummarizationRequest struct

+ Inputs []string

+ Options Options

+ Parameters SummarizationParameters

+ type SummarizationResponse struct

+ SummaryText string

+ func SendSummarizationRequest(model string, request *SummarizationRequest) ([]*SummarizationResponse, error)

+ type TableQuestionAnsweringInputs struct

+ Query string

+ Table map[string][]string

+ type TableQuestionAnsweringRequest struct

+ Inputs TableQuestionAnsweringInputs

+ Options Options

+ type TableQuestionAnsweringResponse struct

+ Aggregator string

+ Answer string

+ Cells []string

+ Coordinates [][]int

+ func SendTableQuestionAnsweringRequest(model string, request *TableQuestionAnsweringRequest) (*TableQuestionAnsweringResponse, error)

+ type TextClassificationRequest struct

+ Inputs []string

+ Options Options

+ type TextClassificationResponse struct

+ Labels []*TextClassificationResponseLabel

+ func SendTextClassificationRequest(model string, request *TextClassificationRequest) ([]*TextClassificationResponse, error)

+ type TextClassificationResponseLabel struct

+ Name string

+ Score float64

+ type TextGenerationParameters struct

+ MaxNewTokens *int

+ MaxTime *float64

+ NumReturnSequences *int

+ RepetitionPenalty *float64

+ ReturnFullText *bool

+ Temperature *float64

+ TopK *int

+ TopP *float64

+ func NewTextGenerationParameters() *TextGenerationParameters

+ func (params *TextGenerationParameters) SetMaxNewTokens(maxNewTokens int) *TextGenerationParameters

+ func (params *TextGenerationParameters) SetMaxTime(maxTime float64) *TextGenerationParameters

+ func (params *TextGenerationParameters) SetNumReturnSequences(numReturnSequences int) *TextGenerationParameters

+ func (params *TextGenerationParameters) SetRepetitionPenaly(penalty float64) *TextGenerationParameters

+ func (params *TextGenerationParameters) SetReturnFullText(returnFullText bool) *TextGenerationParameters

+ func (params *TextGenerationParameters) SetTempurature(temp float64) *TextGenerationParameters

+ func (params *TextGenerationParameters) SetTopK(topK int) *TextGenerationParameters

+ func (params *TextGenerationParameters) SetTopP(topP float64) *TextGenerationParameters

+ type TextGenerationRequest struct

+ Inputs []string

+ Options Options

+ Parameters TextGenerationParameters

+ type TextGenerationResponse struct

+ GeneratedTexts []string

+ func SendTextGenerationRequest(model string, request *TextGenerationRequest) ([]*TextGenerationResponse, error)

+ type TokenClassificationParameters struct

+ AggregationStrategy *AggregationStrategy

+ func NewTokenClassificationParameters() *TokenClassificationParameters

+ func (params *TokenClassificationParameters) SetAggregationStrategy(aggregationStrategy AggregationStrategy) *TokenClassificationParameters

+ type TokenClassificationRequest struct

+ Inputs []string

+ Options Options

+ Parameters TokenClassificationParameters

+ type TokenClassificationResponse struct

+ Entities []*TokenClassificationResponseEntity

+ func SendTokenClassificationRequest(model string, request *TokenClassificationRequest) ([]*TokenClassificationResponse, error)

+ type TokenClassificationResponseEntity struct

+ End int

+ Entity string

+ Label string

+ Score float64

+ Start int

+ type TranslationRequest struct

+ Inputs []string

+ Options Options

+ type TranslationResponse struct

+ TranslationText string

+ func SendTranslationRequest(model string, request *TranslationRequest) ([]*TranslationResponse, error)

+ type ZeroShotParameters struct

+ CandidateLabels []string

+ MultiLabel *bool

+ func (zsp *ZeroShotParameters) SetMultiLabel(multiLabel bool) *ZeroShotParameters

+ type ZeroShotRequest struct

+ Inputs []string

+ Options Options

+ Parameters ZeroShotParameters

+ type ZeroShotResponse struct

+ Labels []string

+ Scores []float64

+ Sequence string

+ func SendZeroShotRequest(model string, request *ZeroShotRequest) ([]*ZeroShotResponse, error)

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