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t

com.johnsnowlabs.nlp.annotators.qa

GPTGenerationParams

trait GPTGenerationParams extends Params

Linear Supertypes
Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
FinanceQuestionAnswering, FinanceTextGenerator, LegalQuestionAnswering, LegalTextGenerator, MedicalQuestionAnswering, MedicalTextGenerator, Text2SQL
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Inherited
  1. GPTGenerationParams
  2. Params
  3. Serializable
  4. Serializable
  5. Identifiable
  6. AnyRef
  7. Any
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Visibility
  1. Public
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. final def clear(param: Param[_]): GPTGenerationParams.this.type
    Definition Classes
    Params
  7. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  8. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  9. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  10. val doSample: BooleanParam

    Whether or not to use sampling, use greedy decoding otherwise (Default: false)

  11. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  12. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  13. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  14. def explainParams(): String
    Definition Classes
    Params
  15. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  16. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  17. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  18. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  19. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  20. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  21. def getDoSample: Boolean

  22. def getIgnoreTokenIds: Array[Int]

  23. def getMaxContextLength: Int

  24. def getMaxNewTokens: Int

  25. def getNoRepeatNgramSize: Int

  26. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  27. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  28. def getRandomSeed: Option[Int]

  29. def getTopK: Int

  30. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  31. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  32. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  33. val ignoreTokenIds: IntArrayParam

    A list of token ids which are ignored in the decoder's output (Default: Array())

  34. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  35. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  36. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  37. val maxContextLength: IntParam

    Maximum length of context text.

    Maximum length of context text. (Default: 1024)

  38. val maxNewTokens: IntParam

    Maximum number of new tokens to be generated (Default: 30)

  39. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  40. val noRepeatNgramSize: IntParam

    If set to int > 0, all ngrams of that size can only occur once (Default: 0)

  41. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  42. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  43. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  44. val randomSeed: Option[Int]

    Optional Random seed for the model.

    Optional Random seed for the model. Needs to be of type Long.

  45. final def set(paramPair: ParamPair[_]): GPTGenerationParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  46. final def set(param: String, value: Any): GPTGenerationParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  47. final def set[T](param: Param[T], value: T): GPTGenerationParams.this.type
    Definition Classes
    Params
  48. final def setDefault(paramPairs: ParamPair[_]*): GPTGenerationParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  49. final def setDefault[T](param: Param[T], value: T): GPTGenerationParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  50. def setDoSample(value: Boolean): GPTGenerationParams.this.type

  51. def setIgnoreTokenIds(tokenIds: Array[Int]): GPTGenerationParams.this.type

  52. def setMaxContextLength(value: Int): GPTGenerationParams.this.type

  53. def setMaxNewTokens(value: Int): GPTGenerationParams.this.type

  54. def setNoRepeatNgramSize(value: Int): GPTGenerationParams.this.type

  55. def setRandomSeed(value: Int): GPTGenerationParams.this.type

  56. def setTopK(value: Int): GPTGenerationParams.this.type

  57. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  58. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  59. val topK: IntParam

    The number of highest probability vocabulary tokens to consider

  60. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  61. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  62. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

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