OpenAI.V1.FineTuning.Jobs

/v1/fine_tuning/jobs

Main types

newtype FineTuningJobID

Fine tuning job ID

Constructors

FineTuningJobID

Fields

• text :: Text

Instances

FromJSON FineTuningJobID

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser FineTuningJobID

parseJSONList :: Value -> Parser [FineTuningJobID]

omittedField :: Maybe FineTuningJobID

ToJSON FineTuningJobID

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: FineTuningJobID -> Value

toEncoding :: FineTuningJobID -> Encoding

toJSONList :: [FineTuningJobID] -> Value

toEncodingList :: [FineTuningJobID] -> Encoding

omitField :: FineTuningJobID -> Bool

IsString FineTuningJobID

Defined in OpenAI.V1.FineTuning.Jobs

Methods

fromString :: String -> FineTuningJobID

Show FineTuningJobID

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> FineTuningJobID -> ShowS

show :: FineTuningJobID -> String

showList :: [FineTuningJobID] -> ShowS

ToHttpApiData FineTuningJobID

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toUrlPiece :: FineTuningJobID -> Text

toEncodedUrlPiece :: FineTuningJobID -> Builder

toHeader :: FineTuningJobID -> ByteString

toQueryParam :: FineTuningJobID -> Text

toEncodedQueryParam :: FineTuningJobID -> Builder

data CreateFineTuningJob

Request body for /v1/fine_tuning/jobs

Constructors

CreateFineTuningJob

Fields

• model :: Model
• training_file :: FileID
• hyperparameters :: Maybe Hyperparameters
• suffix :: Maybe Text
• validation_file :: Maybe FileID
• integrations :: Maybe (Vector Integration)
• seed :: Maybe Integer

Instances

ToJSON CreateFineTuningJob

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: CreateFineTuningJob -> Value

toEncoding :: CreateFineTuningJob -> Encoding

toJSONList :: [CreateFineTuningJob] -> Value

toEncodingList :: [CreateFineTuningJob] -> Encoding

omitField :: CreateFineTuningJob -> Bool

Generic CreateFineTuningJob

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep CreateFineTuningJob :: Type -> Type

Methods

from :: CreateFineTuningJob -> Rep CreateFineTuningJob x

to :: Rep CreateFineTuningJob x -> CreateFineTuningJob

Show CreateFineTuningJob

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> CreateFineTuningJob -> ShowS

show :: CreateFineTuningJob -> String

showList :: [CreateFineTuningJob] -> ShowS

type Rep CreateFineTuningJob

Defined in OpenAI.V1.FineTuning.Jobs

type Rep CreateFineTuningJob = D1 ('MetaData "CreateFineTuningJob" "OpenAI.V1.FineTuning.Jobs" "openai-1.0.0-DWUl3td9tpcnv1wfBaSVp" 'False) (C1 ('MetaCons "CreateFineTuningJob" 'PrefixI 'True) ((S1 ('MetaSel ('Just "model") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Model) :*: (S1 ('MetaSel ('Just "training_file") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 FileID) :*: S1 ('MetaSel ('Just "hyperparameters") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe Hyperparameters)))) :*: ((S1 ('MetaSel ('Just "suffix") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "validation_file") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe FileID))) :*: (S1 ('MetaSel ('Just "integrations") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe (Vector Integration))) :*: S1 ('MetaSel ('Just "seed") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe Integer))))))

_CreateFineTuningJob :: CreateFineTuningJob

Default CreateFineTuningJob

data JobObject

The fine_tuning.job object represents a fine-tuning job that has been created through the API.

Constructors

JobObject

Fields

• id :: FineTuningJobID
• created_at :: POSIXTime
• error :: Maybe Error
• fine_tuned_model :: Maybe Model
• finished_at :: Maybe POSIXTime
• hyperparameters :: Hyperparameters
• model :: Model
• object :: Text
• organization_id :: Text
• result_files :: Vector FileID
• status :: Status
• trained_tokens :: Maybe Natural
• training_file :: FileID
• validation_file :: Maybe FileID
• integrations :: Maybe (Vector Integration)
• seed :: Integer
• estimated_finish :: Maybe POSIXTime

Instances

FromJSON JobObject

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser JobObject

parseJSONList :: Value -> Parser [JobObject]

omittedField :: Maybe JobObject

Generic JobObject

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep JobObject :: Type -> Type

Methods

from :: JobObject -> Rep JobObject x

to :: Rep JobObject x -> JobObject

Show JobObject

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> JobObject -> ShowS

show :: JobObject -> String

showList :: [JobObject] -> ShowS

type Rep JobObject

Defined in OpenAI.V1.FineTuning.Jobs

type Rep JobObject = D1 ('MetaData "JobObject" "OpenAI.V1.FineTuning.Jobs" "openai-1.0.0-DWUl3td9tpcnv1wfBaSVp" 'False) (C1 ('MetaCons "JobObject" 'PrefixI 'True) ((((S1 ('MetaSel ('Just "id") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 FineTuningJobID) :*: S1 ('MetaSel ('Just "created_at") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 POSIXTime)) :*: (S1 ('MetaSel ('Just "error") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe Error)) :*: S1 ('MetaSel ('Just "fine_tuned_model") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe Model)))) :*: ((S1 ('MetaSel ('Just "finished_at") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe POSIXTime)) :*: S1 ('MetaSel ('Just "hyperparameters") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Hyperparameters)) :*: (S1 ('MetaSel ('Just "model") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Model) :*: S1 ('MetaSel ('Just "object") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Text)))) :*: (((S1 ('MetaSel ('Just "organization_id") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Text) :*: S1 ('MetaSel ('Just "result_files") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Vector FileID))) :*: (S1 ('MetaSel ('Just "status") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Status) :*: S1 ('MetaSel ('Just "trained_tokens") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe Natural)))) :*: ((S1 ('MetaSel ('Just "training_file") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 FileID) :*: S1 ('MetaSel ('Just "validation_file") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe FileID))) :*: (S1 ('MetaSel ('Just "integrations") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe (Vector Integration))) :*: (S1 ('MetaSel ('Just "seed") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Integer) :*: S1 ('MetaSel ('Just "estimated_finish") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe POSIXTime))))))))

data EventObject

Fine-tuning job event object

Constructors

EventObject

Fields

• id :: Text
• created_at :: POSIXTime
• level :: Level
• message :: Text
• object :: Text

Instances

FromJSON EventObject

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser EventObject

parseJSONList :: Value -> Parser [EventObject]

omittedField :: Maybe EventObject

Generic EventObject

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep EventObject :: Type -> Type

Methods

from :: EventObject -> Rep EventObject x

to :: Rep EventObject x -> EventObject

Show EventObject

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> EventObject -> ShowS

show :: EventObject -> String

showList :: [EventObject] -> ShowS

type Rep EventObject

Defined in OpenAI.V1.FineTuning.Jobs

type Rep EventObject = D1 ('MetaData "EventObject" "OpenAI.V1.FineTuning.Jobs" "openai-1.0.0-DWUl3td9tpcnv1wfBaSVp" 'False) (C1 ('MetaCons "EventObject" 'PrefixI 'True) ((S1 ('MetaSel ('Just "id") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Text) :*: S1 ('MetaSel ('Just "created_at") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 POSIXTime)) :*: (S1 ('MetaSel ('Just "level") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Level) :*: (S1 ('MetaSel ('Just "message") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Text) :*: S1 ('MetaSel ('Just "object") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Text)))))

data CheckpointObject

The fine_tuning.job.checkpoint object represents a model checkpoint for a fine-tuning job that is ready to use

Constructors

CheckpointObject

Fields

• id :: Text
• created_at :: POSIXTime
• fine_tuned_model_checkpoint :: Text
• step_number :: Natural
• metrics :: Metrics
• fine_tuning_job_id :: FineTuningJobID
• object :: Text

Instances

FromJSON CheckpointObject

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser CheckpointObject

parseJSONList :: Value -> Parser [CheckpointObject]

omittedField :: Maybe CheckpointObject

Generic CheckpointObject

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep CheckpointObject :: Type -> Type

Methods

from :: CheckpointObject -> Rep CheckpointObject x

to :: Rep CheckpointObject x -> CheckpointObject

Show CheckpointObject

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> CheckpointObject -> ShowS

show :: CheckpointObject -> String

showList :: [CheckpointObject] -> ShowS

type Rep CheckpointObject

Defined in OpenAI.V1.FineTuning.Jobs

type Rep CheckpointObject = D1 ('MetaData "CheckpointObject" "OpenAI.V1.FineTuning.Jobs" "openai-1.0.0-DWUl3td9tpcnv1wfBaSVp" 'False) (C1 ('MetaCons "CheckpointObject" 'PrefixI 'True) ((S1 ('MetaSel ('Just "id") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Text) :*: (S1 ('MetaSel ('Just "created_at") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 POSIXTime) :*: S1 ('MetaSel ('Just "fine_tuned_model_checkpoint") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Text))) :*: ((S1 ('MetaSel ('Just "step_number") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Natural) :*: S1 ('MetaSel ('Just "metrics") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Metrics)) :*: (S1 ('MetaSel ('Just "fine_tuning_job_id") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 FineTuningJobID) :*: S1 ('MetaSel ('Just "object") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Text)))))

Other types

data AutoOr a

A type that can also be the string "auto"

Constructors

Auto

Specific a

Instances

FromJSON a => FromJSON (AutoOr a)

Defined in OpenAI.V1.AutoOr

Methods

parseJSON :: Value -> Parser (AutoOr a)

parseJSONList :: Value -> Parser [AutoOr a]

omittedField :: Maybe (AutoOr a)

ToJSON a => ToJSON (AutoOr a)

Defined in OpenAI.V1.AutoOr

Methods

toJSON :: AutoOr a -> Value

toEncoding :: AutoOr a -> Encoding

toJSONList :: [AutoOr a] -> Value

toEncodingList :: [AutoOr a] -> Encoding

omitField :: AutoOr a -> Bool

IsString a => IsString (AutoOr a)

Defined in OpenAI.V1.AutoOr

Methods

fromString :: String -> AutoOr a

Generic (AutoOr a)

Defined in OpenAI.V1.AutoOr

Associated Types

type Rep (AutoOr a) :: Type -> Type

Methods

from :: AutoOr a -> Rep (AutoOr a) x

to :: Rep (AutoOr a) x -> AutoOr a

Show a => Show (AutoOr a)

Defined in OpenAI.V1.AutoOr

Methods

showsPrec :: Int -> AutoOr a -> ShowS

show :: AutoOr a -> String

showList :: [AutoOr a] -> ShowS

type Rep (AutoOr a)

Defined in OpenAI.V1.AutoOr

type Rep (AutoOr a) = D1 ('MetaData "AutoOr" "OpenAI.V1.AutoOr" "openai-1.0.0-DWUl3td9tpcnv1wfBaSVp" 'False) (C1 ('MetaCons "Auto" 'PrefixI 'False) (U1 :: Type -> Type) :+: C1 ('MetaCons "Specific" 'PrefixI 'False) (S1 ('MetaSel ('Nothing :: Maybe Symbol) 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 a)))

data Hyperparameters

The hyperparameters used for the fine-tuning job

Constructors

Hyperparameters

Fields

• batch_size :: Maybe (AutoOr Natural)
• learning_rate_multiplier :: Maybe (AutoOr Double)
• n_epochs :: Maybe (AutoOr Natural)

Instances

FromJSON Hyperparameters

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser Hyperparameters

parseJSONList :: Value -> Parser [Hyperparameters]

omittedField :: Maybe Hyperparameters

ToJSON Hyperparameters

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: Hyperparameters -> Value

toEncoding :: Hyperparameters -> Encoding

toJSONList :: [Hyperparameters] -> Value

toEncodingList :: [Hyperparameters] -> Encoding

omitField :: Hyperparameters -> Bool

Generic Hyperparameters

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep Hyperparameters :: Type -> Type

Methods

from :: Hyperparameters -> Rep Hyperparameters x

to :: Rep Hyperparameters x -> Hyperparameters

Show Hyperparameters

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> Hyperparameters -> ShowS

show :: Hyperparameters -> String

showList :: [Hyperparameters] -> ShowS

type Rep Hyperparameters

Defined in OpenAI.V1.FineTuning.Jobs

type Rep Hyperparameters = D1 ('MetaData "Hyperparameters" "OpenAI.V1.FineTuning.Jobs" "openai-1.0.0-DWUl3td9tpcnv1wfBaSVp" 'False) (C1 ('MetaCons "Hyperparameters" 'PrefixI 'True) (S1 ('MetaSel ('Just "batch_size") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe (AutoOr Natural))) :*: (S1 ('MetaSel ('Just "learning_rate_multiplier") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe (AutoOr Double))) :*: S1 ('MetaSel ('Just "n_epochs") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe (AutoOr Natural))))))

data WAndB

The settings for your integration with Weights and

Constructors

WAndB

Fields

• project :: Text
• name :: Maybe Text
• entity :: Maybe Text
• tags :: Maybe (Vector Text)

Instances

FromJSON WAndB

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser WAndB

parseJSONList :: Value -> Parser [WAndB]

omittedField :: Maybe WAndB

ToJSON WAndB

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: WAndB -> Value

toEncoding :: WAndB -> Encoding

toJSONList :: [WAndB] -> Value

toEncodingList :: [WAndB] -> Encoding

omitField :: WAndB -> Bool

Generic WAndB

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep WAndB :: Type -> Type

Methods

from :: WAndB -> Rep WAndB x

to :: Rep WAndB x -> WAndB

Show WAndB

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> WAndB -> ShowS

show :: WAndB -> String

showList :: [WAndB] -> ShowS

type Rep WAndB

Defined in OpenAI.V1.FineTuning.Jobs

type Rep WAndB = D1 ('MetaData "WAndB" "OpenAI.V1.FineTuning.Jobs" "openai-1.0.0-DWUl3td9tpcnv1wfBaSVp" 'False) (C1 ('MetaCons "WAndB" 'PrefixI 'True) ((S1 ('MetaSel ('Just "project") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Text) :*: S1 ('MetaSel ('Just "name") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe Text))) :*: (S1 ('MetaSel ('Just "entity") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "tags") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 (Maybe (Vector Text))))))

data Integration

An integration to enable for your fine-tuning job

Constructors

Integration_WAndB

Fields

• wandb :: WAndB

Instances

FromJSON Integration

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser Integration

parseJSONList :: Value -> Parser [Integration]

omittedField :: Maybe Integration

ToJSON Integration

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: Integration -> Value

toEncoding :: Integration -> Encoding

toJSONList :: [Integration] -> Value

toEncodingList :: [Integration] -> Encoding

omitField :: Integration -> Bool

Generic Integration

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep Integration :: Type -> Type

Methods

from :: Integration -> Rep Integration x

to :: Rep Integration x -> Integration

Show Integration

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> Integration -> ShowS

show :: Integration -> String

showList :: [Integration] -> ShowS

type Rep Integration

Defined in OpenAI.V1.FineTuning.Jobs

type Rep Integration = D1 ('MetaData "Integration" "OpenAI.V1.FineTuning.Jobs" "openai-1.0.0-DWUl3td9tpcnv1wfBaSVp" 'False) (C1 ('MetaCons "Integration_WAndB" 'PrefixI 'True) (S1 ('MetaSel ('Just "wandb") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 WAndB)))

data Status

The current status of the fine-tuning job

Constructors

Validating_Files

Queued

Running

Succeeded

Failed

Cancelled

Instances

FromJSON Status

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser Status

parseJSONList :: Value -> Parser [Status]

omittedField :: Maybe Status

Generic Status

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep Status :: Type -> Type

Methods

from :: Status -> Rep Status x

to :: Rep Status x -> Status

Show Status

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> Status -> ShowS

show :: Status -> String

showList :: [Status] -> ShowS

type Rep Status

Defined in OpenAI.V1.FineTuning.Jobs

type Rep Status = D1 ('MetaData "Status" "OpenAI.V1.FineTuning.Jobs" "openai-1.0.0-DWUl3td9tpcnv1wfBaSVp" 'False) ((C1 ('MetaCons "Validating_Files" 'PrefixI 'False) (U1 :: Type -> Type) :+: (C1 ('MetaCons "Queued" 'PrefixI 'False) (U1 :: Type -> Type) :+: C1 ('MetaCons "Running" 'PrefixI 'False) (U1 :: Type -> Type))) :+: (C1 ('MetaCons "Succeeded" 'PrefixI 'False) (U1 :: Type -> Type) :+: (C1 ('MetaCons "Failed" 'PrefixI 'False) (U1 :: Type -> Type) :+: C1 ('MetaCons "Cancelled" 'PrefixI 'False) (U1 :: Type -> Type))))

data Level

Log level

Constructors

Info

Warn

Error

Instances

FromJSON Level

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser Level

parseJSONList :: Value -> Parser [Level]

omittedField :: Maybe Level

Generic Level

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep Level :: Type -> Type

Methods

from :: Level -> Rep Level x

to :: Rep Level x -> Level

Show Level

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> Level -> ShowS

show :: Level -> String

showList :: [Level] -> ShowS

type Rep Level

Defined in OpenAI.V1.FineTuning.Jobs

type Rep Level = D1 ('MetaData "Level" "OpenAI.V1.FineTuning.Jobs" "openai-1.0.0-DWUl3td9tpcnv1wfBaSVp" 'False) (C1 ('MetaCons "Info" 'PrefixI 'False) (U1 :: Type -> Type) :+: (C1 ('MetaCons "Warn" 'PrefixI 'False) (U1 :: Type -> Type) :+: C1 ('MetaCons "Error" 'PrefixI 'False) (U1 :: Type -> Type)))

data Metrics

Metrics at the step number during the fine-tuning job.

Constructors

Metrics

Fields

• step :: Double
• train_loss :: Double
• train_mean_token_accuracy :: Double
• valid_loss :: Double
• valid_mean_token_accuracy :: Double
• full_valid_loss :: Double
• full_valid_mean_token_accuracy :: Double

Instances

FromJSON Metrics

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser Metrics

parseJSONList :: Value -> Parser [Metrics]

omittedField :: Maybe Metrics

Generic Metrics

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep Metrics :: Type -> Type

Methods

from :: Metrics -> Rep Metrics x

to :: Rep Metrics x -> Metrics

Show Metrics

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> Metrics -> ShowS

show :: Metrics -> String

showList :: [Metrics] -> ShowS

type Rep Metrics

Defined in OpenAI.V1.FineTuning.Jobs

type Rep Metrics = D1 ('MetaData "Metrics" "OpenAI.V1.FineTuning.Jobs" "openai-1.0.0-DWUl3td9tpcnv1wfBaSVp" 'False) (C1 ('MetaCons "Metrics" 'PrefixI 'True) ((S1 ('MetaSel ('Just "step") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Double) :*: (S1 ('MetaSel ('Just "train_loss") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Double) :*: S1 ('MetaSel ('Just "train_mean_token_accuracy") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Double))) :*: ((S1 ('MetaSel ('Just "valid_loss") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Double) :*: S1 ('MetaSel ('Just "valid_mean_token_accuracy") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Double)) :*: (S1 ('MetaSel ('Just "full_valid_loss") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Double) :*: S1 ('MetaSel ('Just "full_valid_mean_token_accuracy") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Double)))))

Servant

type API = "fine_tuning" :> ("jobs" :> ((ReqBody '[JSON] CreateFineTuningJob :> Post '[JSON] JobObject) :<|> ((QueryParam "after" Text :> (QueryParam "limit" Natural :> Get '[JSON] (ListOf JobObject))) :<|> ((Capture "fine_tuning_job_id" FineTuningJobID :> ("events" :> (QueryParam "after" Text :> (QueryParam "limit" Natural :> Get '[JSON] (ListOf EventObject))))) :<|> ((Capture "fine_tuning_job_id" FineTuningJobID :> ("checkpoints" :> (QueryParam "after" Text :> (QueryParam "limit" Natural :> Get '[JSON] (ListOf CheckpointObject))))) :<|> ((Capture "fine_tuning_job_id" FineTuningJobID :> Get '[JSON] JobObject) :<|> (Capture "fine_tuning_job_id" FineTuningJobID :> ("cancel" :> Post '[JSON] JobObject))))))))

Servant API