Safe Haskell	None
Language	Haskell2010

OpenAI.V1.FineTuning.Jobs

Contents

Main types
Other types
Servant

Description

/v1/fine_tuning/jobs

Synopsis

newtype FineTuningJobID = FineTuningJobID {
- text :: Text
}
data CreateFineTuningJob = CreateFineTuningJob {
- model :: Model
- training_file :: FileID
- hyperparameters :: Maybe Hyperparameters
- suffix :: Maybe Text
- validation_file :: Maybe FileID
- integrations :: Maybe (Vector Integration)
- seed :: Maybe Integer
}
_CreateFineTuningJob :: CreateFineTuningJob
data JobObject = JobObject {
- 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
}
data EventObject = EventObject {
- id :: Text
- created_at :: POSIXTime
- level :: Level
- message :: Text
- object :: Text
}
data CheckpointObject = CheckpointObject {
- id :: Text
- created_at :: POSIXTime
- fine_tuned_model_checkpoint :: Text
- step_number :: Natural
- metrics :: Metrics
- fine_tuning_job_id :: FineTuningJobID
- object :: Text
}
data AutoOr a
- = Auto
- | Specific a
data Hyperparameters = Hyperparameters {
- batch_size :: Maybe (AutoOr Natural)
- learning_rate_multiplier :: Maybe (AutoOr Double)
- n_epochs :: Maybe (AutoOr Natural)
}
data WAndB = WAndB {
- project :: Text
- name :: Maybe Text
- entity :: Maybe Text
- tags :: Maybe (Vector Text)
}
data Integration = Integration_WAndB {
- wandb :: WAndB
}
data Status
- = Validating_Files
- | Queued
- | Running
- | Succeeded
- | Failed
- | Cancelled
data Level
- = Info
- | Warn
- | Error
data Metrics = Metrics {
- 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
}
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))))))))

Main types

newtype FineTuningJobID Source #

Fine tuning job ID

Constructors

FineTuningJobID
Fields text :: Text

Instances

Instances details

FromJSON FineTuningJobID Source #
Instance details Defined in OpenAI.V1.FineTuning.Jobs Methods parseJSON :: Value -> Parser FineTuningJobID # parseJSONList :: Value -> Parser [FineTuningJobID] # omittedField :: Maybe FineTuningJobID #
ToJSON FineTuningJobID Source #
Instance details Defined in OpenAI.V1.FineTuning.Jobs Methods toJSON :: FineTuningJobID -> Value # toEncoding :: FineTuningJobID -> Encoding # toJSONList :: [FineTuningJobID] -> Value # toEncodingList :: [FineTuningJobID] -> Encoding # omitField :: FineTuningJobID -> Bool #
IsString FineTuningJobID Source #
Instance details Defined in OpenAI.V1.FineTuning.Jobs Methods fromString :: String -> FineTuningJobID #
Show FineTuningJobID Source #
Instance details Defined in OpenAI.V1.FineTuning.Jobs Methods showsPrec :: Int -> FineTuningJobID -> ShowS # show :: FineTuningJobID -> String # showList :: [FineTuningJobID] -> ShowS #
ToHttpApiData FineTuningJobID Source #
Instance details Defined in OpenAI.V1.FineTuning.Jobs Methods toUrlPiece :: FineTuningJobID -> Text # toEncodedUrlPiece :: FineTuningJobID -> Builder # toHeader :: FineTuningJobID -> ByteString # toQueryParam :: FineTuningJobID -> Text # toEncodedQueryParam :: FineTuningJobID -> Builder #

data CreateFineTuningJob Source #

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

Instances details

FromJSON CreateFineTuningJob Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser CreateFineTuningJob #

parseJSONList :: Value -> Parser [CreateFineTuningJob] #

omittedField :: Maybe CreateFineTuningJob #

ToJSON CreateFineTuningJob Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: CreateFineTuningJob -> Value #

toEncoding :: CreateFineTuningJob -> Encoding #

toJSONList :: [CreateFineTuningJob] -> Value #

toEncodingList :: [CreateFineTuningJob] -> Encoding #

omitField :: CreateFineTuningJob -> Bool #

Generic CreateFineTuningJob Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep CreateFineTuningJob

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep CreateFineTuningJob = D1 ('MetaData "CreateFineTuningJob" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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))))))

Methods

from :: CreateFineTuningJob -> Rep CreateFineTuningJob x #

to :: Rep CreateFineTuningJob x -> CreateFineTuningJob #

Show CreateFineTuningJob Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> CreateFineTuningJob -> ShowS #

show :: CreateFineTuningJob -> String #

showList :: [CreateFineTuningJob] -> ShowS #

type Rep CreateFineTuningJob Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep CreateFineTuningJob = D1 ('MetaData "CreateFineTuningJob" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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 Source #

Default CreateFineTuningJob

data JobObject Source #

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

Instances details

FromJSON JobObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser JobObject #

parseJSONList :: Value -> Parser [JobObject] #

omittedField :: Maybe JobObject #

ToJSON JobObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: JobObject -> Value #

toEncoding :: JobObject -> Encoding #

toJSONList :: [JobObject] -> Value #

toEncodingList :: [JobObject] -> Encoding #

omitField :: JobObject -> Bool #

Generic JobObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep JobObject

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

from :: JobObject -> Rep JobObject x #

to :: Rep JobObject x -> JobObject #

Show JobObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> JobObject -> ShowS #

show :: JobObject -> String #

showList :: [JobObject] -> ShowS #

type Rep JobObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

data EventObject Source #

Fine-tuning job event object

Constructors

EventObject
Fields id :: Text created_at :: POSIXTime level :: Level message :: Text object :: Text

Instances

Instances details

FromJSON EventObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser EventObject #

parseJSONList :: Value -> Parser [EventObject] #

omittedField :: Maybe EventObject #

ToJSON EventObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: EventObject -> Value #

toEncoding :: EventObject -> Encoding #

toJSONList :: [EventObject] -> Value #

toEncodingList :: [EventObject] -> Encoding #

omitField :: EventObject -> Bool #

Generic EventObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep EventObject

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep EventObject = D1 ('MetaData "EventObject" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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)))))

Methods

from :: EventObject -> Rep EventObject x #

to :: Rep EventObject x -> EventObject #

Show EventObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> EventObject -> ShowS #

show :: EventObject -> String #

showList :: [EventObject] -> ShowS #

type Rep EventObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep EventObject = D1 ('MetaData "EventObject" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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 Source #

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

Instances details

FromJSON CheckpointObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser CheckpointObject #

parseJSONList :: Value -> Parser [CheckpointObject] #

omittedField :: Maybe CheckpointObject #

ToJSON CheckpointObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: CheckpointObject -> Value #

toEncoding :: CheckpointObject -> Encoding #

toJSONList :: [CheckpointObject] -> Value #

toEncodingList :: [CheckpointObject] -> Encoding #

omitField :: CheckpointObject -> Bool #

Generic CheckpointObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep CheckpointObject

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep CheckpointObject = D1 ('MetaData "CheckpointObject" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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)))))

Methods

from :: CheckpointObject -> Rep CheckpointObject x #

to :: Rep CheckpointObject x -> CheckpointObject #

Show CheckpointObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> CheckpointObject -> ShowS #

show :: CheckpointObject -> String #

showList :: [CheckpointObject] -> ShowS #

type Rep CheckpointObject Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep CheckpointObject = D1 ('MetaData "CheckpointObject" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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 Source #

A type that can also be the string "auto"

Constructors

Auto
Specific a

Instances

Instances details

FromJSON a => FromJSON (AutoOr a) Source #

Instance details

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) Source #

Instance details

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) Source #

Instance details

Defined in OpenAI.V1.AutoOr

Methods

fromString :: String -> AutoOr a #

Generic (AutoOr a) Source #

Instance details

Defined in OpenAI.V1.AutoOr

Associated Types

type Rep (AutoOr a)
Instance details Defined in OpenAI.V1.AutoOr type Rep (AutoOr a) = D1 ('MetaData "AutoOr" "OpenAI.V1.AutoOr" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" 'False) (C1 ('MetaCons "Auto" 'PrefixI 'False) (U1 :: Type -> Type) :+: C1 ('MetaCons "Specific" 'PrefixI 'False) (S1 ('MetaSel ('Nothing :: Maybe Symbol) 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 a)))

Methods

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

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

Show a => Show (AutoOr a) Source #

Instance details

Defined in OpenAI.V1.AutoOr

Methods

showsPrec :: Int -> AutoOr a -> ShowS #

show :: AutoOr a -> String #

showList :: [AutoOr a] -> ShowS #

type Rep (AutoOr a) Source #

Instance details

Defined in OpenAI.V1.AutoOr

type Rep (AutoOr a) = D1 ('MetaData "AutoOr" "OpenAI.V1.AutoOr" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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 Source #

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

Instances details

FromJSON Hyperparameters Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser Hyperparameters #

parseJSONList :: Value -> Parser [Hyperparameters] #

omittedField :: Maybe Hyperparameters #

ToJSON Hyperparameters Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: Hyperparameters -> Value #

toEncoding :: Hyperparameters -> Encoding #

toJSONList :: [Hyperparameters] -> Value #

toEncodingList :: [Hyperparameters] -> Encoding #

omitField :: Hyperparameters -> Bool #

Generic Hyperparameters Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep Hyperparameters

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep Hyperparameters = D1 ('MetaData "Hyperparameters" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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))))))

Methods

from :: Hyperparameters -> Rep Hyperparameters x #

to :: Rep Hyperparameters x -> Hyperparameters #

Show Hyperparameters Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> Hyperparameters -> ShowS #

show :: Hyperparameters -> String #

showList :: [Hyperparameters] -> ShowS #

type Rep Hyperparameters Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep Hyperparameters = D1 ('MetaData "Hyperparameters" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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 Source #

The settings for your integration with Weights and

Constructors

WAndB
Fields project :: Text name :: Maybe Text entity :: Maybe Text tags :: Maybe (Vector Text)

Instances

Instances details

FromJSON WAndB Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser WAndB #

parseJSONList :: Value -> Parser [WAndB] #

omittedField :: Maybe WAndB #

ToJSON WAndB Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: WAndB -> Value #

toEncoding :: WAndB -> Encoding #

toJSONList :: [WAndB] -> Value #

toEncodingList :: [WAndB] -> Encoding #

omitField :: WAndB -> Bool #

Generic WAndB Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep WAndB

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep WAndB = D1 ('MetaData "WAndB" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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))))))

Methods

from :: WAndB -> Rep WAndB x #

to :: Rep WAndB x -> WAndB #

Show WAndB Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> WAndB -> ShowS #

show :: WAndB -> String #

showList :: [WAndB] -> ShowS #

type Rep WAndB Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep WAndB = D1 ('MetaData "WAndB" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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 Source #

An integration to enable for your fine-tuning job

Constructors

Integration_WAndB
Fields wandb :: WAndB

Instances

Instances details

FromJSON Integration Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser Integration #

parseJSONList :: Value -> Parser [Integration] #

omittedField :: Maybe Integration #

ToJSON Integration Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: Integration -> Value #

toEncoding :: Integration -> Encoding #

toJSONList :: [Integration] -> Value #

toEncodingList :: [Integration] -> Encoding #

omitField :: Integration -> Bool #

Generic Integration Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep Integration
Instance details Defined in OpenAI.V1.FineTuning.Jobs type Rep Integration = D1 ('MetaData "Integration" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" 'False) (C1 ('MetaCons "Integration_WAndB" 'PrefixI 'True) (S1 ('MetaSel ('Just "wandb") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 WAndB)))

Methods

from :: Integration -> Rep Integration x #

to :: Rep Integration x -> Integration #

Show Integration Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> Integration -> ShowS #

show :: Integration -> String #

showList :: [Integration] -> ShowS #

type Rep Integration Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep Integration = D1 ('MetaData "Integration" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" 'False) (C1 ('MetaCons "Integration_WAndB" 'PrefixI 'True) (S1 ('MetaSel ('Just "wandb") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 WAndB)))

data Status Source #

The current status of the fine-tuning job

Constructors

Validating_Files
Queued
Running
Succeeded
Failed
Cancelled

Instances

Instances details

FromJSON Status Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser Status #

parseJSONList :: Value -> Parser [Status] #

omittedField :: Maybe Status #

ToJSON Status Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: Status -> Value #

toEncoding :: Status -> Encoding #

toJSONList :: [Status] -> Value #

toEncodingList :: [Status] -> Encoding #

omitField :: Status -> Bool #

Generic Status Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep Status

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep Status = D1 ('MetaData "Status" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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))))

Methods

from :: Status -> Rep Status x #

to :: Rep Status x -> Status #

Show Status Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> Status -> ShowS #

show :: Status -> String #

showList :: [Status] -> ShowS #

type Rep Status Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep Status = D1 ('MetaData "Status" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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 Source #

Log level

Constructors

Info
Warn
Error

Instances

Instances details

FromJSON Level Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

parseJSON :: Value -> Parser Level #

parseJSONList :: Value -> Parser [Level] #

omittedField :: Maybe Level #

ToJSON Level Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

toJSON :: Level -> Value #

toEncoding :: Level -> Encoding #

toJSONList :: [Level] -> Value #

toEncodingList :: [Level] -> Encoding #

omitField :: Level -> Bool #

Generic Level Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Associated Types

type Rep Level
Instance details Defined in OpenAI.V1.FineTuning.Jobs type Rep Level = D1 ('MetaData "Level" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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)))

Methods

from :: Level -> Rep Level x #

to :: Rep Level x -> Level #

Show Level Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

Methods

showsPrec :: Int -> Level -> ShowS #

show :: Level -> String #

showList :: [Level] -> ShowS #

type Rep Level Source #

Instance details

Defined in OpenAI.V1.FineTuning.Jobs

type Rep Level = D1 ('MetaData "Level" "OpenAI.V1.FineTuning.Jobs" "openai-2.2.1-FjXYHvgDuLi5dBzIG7AGPx" '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 Source #

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