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.  def $$[T](feature: StructFeature[T]): T

   Attributes

   protected

   Definition Classes

   HasFeatures

5.  def $$[K, V](feature: MapFeature[K, V]): Map[K, V]

   Attributes

   protected

   Definition Classes

   HasFeatures

6.  def $$[T](feature: SetFeature[T]): Set[T]

   Attributes

   protected

   Definition Classes

   HasFeatures

7.  def $$[T](feature: ArrayFeature[T]): Array[T]

   Attributes

   protected

   Definition Classes

   HasFeatures

8.  final def ==(arg0: Any): Boolean

   Definition Classes

   AnyRef → Any

9.  def _transform(dataset: Dataset[_], recursivePipeline: Option[PipelineModel]): DataFrame

   Attributes

   protected

   Definition Classes

   AnnotatorModel

10.  def afterAnnotate(dataset: DataFrame): DataFrame

    Attributes

    protected

    Definition Classes

    AnnotatorModel

11.  final def asInstanceOf[T0]: T0

    Definition Classes

    Any

12.  def batchAnnotate(batchedAnnotations: Seq[Array[Annotation]]): Seq[Seq[Annotation]]

    Definition Classes

    MedicalLLM → AutoGGUFModel → HasBatchedAnnotate

13.  def batchProcess(rows: Iterator[_]): Iterator[Row]

    Definition Classes

    HasBatchedAnnotate

14.  val batchSize: IntParam

    Definition Classes

    HasBatchedAnnotate

15.  def beforeAnnotate(dataset: Dataset[_]): Dataset[_]

    Attributes

    protected

    Definition Classes

    AnnotatorModel

16.  val cachePrompt: BooleanParam

    Definition Classes

    HasLlamaCppInferenceProperties

17.  val chatTemplate: Param[String]

    Definition Classes

    HasLlamaCppModelProperties

18.  final def checkSchema(schema: StructType, inputAnnotatorType: String): Boolean

    Attributes

    protected

    Definition Classes

    HasInputAnnotationCols

19.  def checkValidEnvironment(spark: Option[SparkSession], scopes: Seq[String]): Unit

    Definition Classes

    CheckLicense

20.  def checkValidScope(scope: String): Unit

    Definition Classes

    CheckLicense

21.  def checkValidScopeAndEnvironment(scope: String, spark: Option[SparkSession], checkLp: Boolean): Unit

    Definition Classes

    CheckLicense

22.  def checkValidScopesAndEnvironment(scopes: Seq[String], spark: Option[SparkSession], checkLp: Boolean): Unit

    Definition Classes

    CheckLicense

23.  final def clear(param: Param[_]): MedicalLLM.this.type

    Definition Classes

    Params

24.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

25.  def copy(extra: ParamMap): AutoGGUFModel

    Definition Classes

    RawAnnotator → Model → Transformer → PipelineStage → Params

26.  def copyValues[T <: Params](to: T, extra: ParamMap): T

    Attributes

    protected

    Definition Classes

    Params

27.  final def defaultCopy[T <: Params](extra: ParamMap): T

    Attributes

    protected

    Definition Classes

    Params

28.  val defaultGpuLayers: Int

    Attributes

    protected

    Definition Classes

    HasLlamaCppModelProperties

29.  val defaultMainGpu: Int

    Attributes

    protected

    Definition Classes

    HasLlamaCppModelProperties

30.  val defragmentationThreshold: FloatParam

    Definition Classes

    HasLlamaCppModelProperties

31.  val disableTokenIds: IntArrayParam

    Definition Classes

    HasLlamaCppInferenceProperties

32.  val dynamicTemperatureExponent: FloatParam

    Definition Classes

    HasLlamaCppInferenceProperties

33.  val dynamicTemperatureRange: FloatParam

    Definition Classes

    HasLlamaCppInferenceProperties

34.  val embedding: BooleanParam

    Definition Classes

    HasLlamaCppModelProperties

35.  val engine: Param[String]

    Definition Classes

    HasEngine

36.  final def eq(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

37.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

38.  def explainParam(param: Param[_]): String

    Definition Classes

    Params

39.  def explainParams(): String

    Definition Classes

    Params

40.  def extraValidate(structType: StructType): Boolean

    Attributes

    protected

    Definition Classes

    RawAnnotator

41.  def extraValidateMsg: String

    Attributes

    protected

    Definition Classes

    RawAnnotator

42.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

43.  final def extractParamMap(extra: ParamMap): ParamMap

    Definition Classes

    Params

44.  val features: ArrayBuffer[Feature[_, _, _]]

    Definition Classes

    HasFeatures

45.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

46.  val flashAttention: BooleanParam

    Definition Classes

    HasLlamaCppModelProperties

47.  val frequencyPenalty: FloatParam

    Definition Classes

    HasLlamaCppInferenceProperties

48.  def get[T](feature: StructFeature[T]): Option[T]

    Attributes

    protected

    Definition Classes

    HasFeatures

49.  def get[K, V](feature: MapFeature[K, V]): Option[Map[K, V]]

    Attributes

    protected

    Definition Classes

    HasFeatures

50.  def get[T](feature: SetFeature[T]): Option[Set[T]]

    Attributes

    protected

    Definition Classes

    HasFeatures

51.  def get[T](feature: ArrayFeature[T]): Option[Array[T]]

    Attributes

    protected

    Definition Classes

    HasFeatures

52.  final def get[T](param: Param[T]): Option[T]

    Definition Classes

    Params

53.  def getBatchSize: Int

    Definition Classes

    HasBatchedAnnotate

54.  def getCachePrompt: Boolean

    Definition Classes

    HasLlamaCppInferenceProperties

55.  def getChatTemplate: String

    Definition Classes

    HasLlamaCppModelProperties

56.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

57.  final def getDefault[T](param: Param[T]): Option[T]

    Definition Classes

    Params

58.  def getDefragmentationThreshold: Float

    Definition Classes

    HasLlamaCppModelProperties

59.  def getDisableTokenIds: Array[Int]

    Definition Classes

    HasLlamaCppInferenceProperties

60.  def getDynamicTemperatureExponent: Float

    Definition Classes

    HasLlamaCppInferenceProperties

61.  def getDynamicTemperatureRange: Float

    Definition Classes

    HasLlamaCppInferenceProperties

62.  def getEmbedding: Boolean

    Definition Classes

    HasLlamaCppModelProperties

63.  def getEngine: String

    Definition Classes

    HasEngine

64.  def getFlashAttention: Boolean

    Definition Classes

    HasLlamaCppModelProperties

65.  def getFrequencyPenalty: Float

    Definition Classes

    HasLlamaCppInferenceProperties

66.  def getGrammar: String

    Definition Classes

    HasLlamaCppInferenceProperties

67.  def getGrpAttnN: Int

    Definition Classes

    HasLlamaCppModelProperties

68.  def getGrpAttnW: Int

    Definition Classes

    HasLlamaCppModelProperties

69.  def getIgnoreEos: Boolean

    Definition Classes

    HasLlamaCppInferenceProperties

70.  def getInferenceParameters: InferenceParameters

    Attributes

    protected

    Definition Classes

    HasLlamaCppInferenceProperties

71.  def getInputCols: Array[String]

    Definition Classes

    HasInputAnnotationCols

72.  def getInputPrefix: String

    Definition Classes

    HasLlamaCppInferenceProperties

73.  def getInputPrefixBos: Boolean

    Definition Classes

    HasLlamaCppModelProperties

74.  def getInputSuffix: String

    Definition Classes

    HasLlamaCppInferenceProperties

75.  def getLazyAnnotator: Boolean

    Definition Classes

    CanBeLazy

76.  def getLookupCacheDynamicFilePath: String

    Definition Classes

    HasLlamaCppModelProperties

77.  def getLookupCacheStaticFilePath: String

    Definition Classes

    HasLlamaCppModelProperties

78.  def getLoraAdapters: Map[String, Float]

    Definition Classes

    HasLlamaCppModelProperties

79.  def getMainGpu: Int

    Definition Classes

    HasLlamaCppModelProperties

80.  def getMetadata: String

    Definition Classes

    HasLlamaCppModelProperties

81.  def getMetadataMap: Map[String, String]

    Definition Classes

    HasLlamaCppModelProperties

82.  def getMinKeep: Int

    Definition Classes

    HasLlamaCppInferenceProperties

83.  def getMinP: Float

    Definition Classes

    HasLlamaCppInferenceProperties

84.  def getMiroStat: String

    Definition Classes

    HasLlamaCppInferenceProperties

85.  def getMiroStatEta: Float

    Definition Classes

    HasLlamaCppInferenceProperties

86.  def getMiroStatTau: Float

    Definition Classes

    HasLlamaCppInferenceProperties

87.  def getModelDraft: String

    Definition Classes

    HasLlamaCppModelProperties

88.  def getModelIfNotSet: GGUFWrapper

    Definition Classes

    AutoGGUFModel

89.  def getModelParameters: ModelParameters

    Attributes

    protected

    Definition Classes

    MedicalLLM → HasLlamaCppModelProperties

90.  def getNBatch: Int

    Definition Classes

    HasLlamaCppModelProperties

91.  def getNChunks: Int

    Definition Classes

    HasLlamaCppModelProperties

92.  def getNCtx: Int

    Definition Classes

    HasLlamaCppModelProperties

93.  def getNDraft: Int

    Definition Classes

    HasLlamaCppModelProperties

94.  def getNGpuLayers: Int

    Definition Classes

    HasLlamaCppModelProperties

95.  def getNGpuLayersDraft: Int

    Definition Classes

    HasLlamaCppModelProperties

96.  def getNKeep: Int

    Definition Classes

    HasLlamaCppInferenceProperties

97.  def getNPredict: Int

    Definition Classes

    HasLlamaCppInferenceProperties

98.  def getNProbs: Int

    Definition Classes

    HasLlamaCppInferenceProperties

99.  def getNSequences: Int

    Definition Classes

    HasLlamaCppModelProperties

100.  def getNThreads: Int

     Definition Classes

     HasLlamaCppModelProperties

101.  def getNThreadsBatch: Int

     Definition Classes

     HasLlamaCppModelProperties

102.  def getNThreadsBatchDraft: Int

     Definition Classes

     HasLlamaCppModelProperties

103.  def getNThreadsDraft: Int

     Definition Classes

     HasLlamaCppModelProperties

104.  def getNUbatch: Int

     Definition Classes

     HasLlamaCppModelProperties

105.  def getNoKvOffload: Boolean

     Definition Classes

     HasLlamaCppModelProperties

106.  def getNuma: String

     Definition Classes

     HasLlamaCppModelProperties

107.  final def getOrDefault[T](param: Param[T]): T

     Definition Classes

     Params

108.  final def getOutputCol: String

     Definition Classes

     HasOutputAnnotationCol

109.  def getPSplit: Float

     Definition Classes

     HasLlamaCppModelProperties

110.  def getParam(paramName: String): Param[Any]

     Definition Classes

     Params

111.  def getPenalizeNl: Boolean

     Definition Classes

     HasLlamaCppInferenceProperties

112.  def getPenaltyPrompt: String

     Definition Classes

     HasLlamaCppInferenceProperties

113.  def getPoolingType: String

     Definition Classes

     HasLlamaCppModelProperties

114.  def getPresencePenalty: Float

     Definition Classes

     HasLlamaCppInferenceProperties

115.  def getRepeatLastN: Int

     Definition Classes

     HasLlamaCppInferenceProperties

116.  def getRepeatPenalty: Float

     Definition Classes

     HasLlamaCppInferenceProperties

117.  def getRopeFreqBase: Float

     Definition Classes

     HasLlamaCppModelProperties

118.  def getRopeFreqScale: Float

     Definition Classes

     HasLlamaCppModelProperties

119.  def getRopeScalingType: String

     Definition Classes

     HasLlamaCppModelProperties

120.  def getSamplers: Array[String]

     Definition Classes

     HasLlamaCppInferenceProperties

121.  def getSeed: Int

     Definition Classes

     HasLlamaCppInferenceProperties

122.  def getSplitMode: String

     Definition Classes

     HasLlamaCppModelProperties

123.  def getStopStrings: Array[String]

     Definition Classes

     HasLlamaCppInferenceProperties

124.  def getSystemPrompt: String

     Definition Classes

     MedicalLLM → HasLlamaCppModelProperties

125.  def getTemperature: Float

     Definition Classes

     HasLlamaCppInferenceProperties

126.  def getTensorSplit: Array[Double]

     Definition Classes

     HasLlamaCppModelProperties

127.  def getTfsZ: Float

     Definition Classes

     HasLlamaCppInferenceProperties

128.  def getTokenBias: Map[String, Float]

     Definition Classes

     HasLlamaCppInferenceProperties

129.  def getTokenIdBias: Map[Int, Float]

     Definition Classes

     HasLlamaCppInferenceProperties

130.  def getTopK: Int

     Definition Classes

     HasLlamaCppInferenceProperties

131.  def getTopP: Float

     Definition Classes

     HasLlamaCppInferenceProperties

132.  def getTypicalP: Float

     Definition Classes

     HasLlamaCppInferenceProperties

133.  def getUseChatTemplate: Boolean

     Definition Classes

     HasLlamaCppInferenceProperties

134.  def getUseMlock: Boolean

     Definition Classes

     HasLlamaCppModelProperties

135.  def getUseMmap: Boolean

     Definition Classes

     HasLlamaCppModelProperties

136.  def getYarnAttnFactor: Float

     Definition Classes

     HasLlamaCppModelProperties

137.  def getYarnBetaFast: Float

     Definition Classes

     HasLlamaCppModelProperties

138.  def getYarnBetaSlow: Float

     Definition Classes

     HasLlamaCppModelProperties

139.  def getYarnExtFactor: Float

     Definition Classes

     HasLlamaCppModelProperties

140.  def getYarnOrigCtx: Int

     Definition Classes

     HasLlamaCppModelProperties

141.  val gpuSplitMode: Param[String]

     Definition Classes

     HasLlamaCppModelProperties

142.  val grammar: Param[String]

     Definition Classes

     HasLlamaCppInferenceProperties

143.  val grpAttnN: IntParam

     Definition Classes

     HasLlamaCppModelProperties

144.  val grpAttnW: IntParam

     Definition Classes

     HasLlamaCppModelProperties

145.  final def hasDefault[T](param: Param[T]): Boolean

     Definition Classes

     Params

146.  def hasParam(paramName: String): Boolean

     Definition Classes

     Params

147.  def hasParent: Boolean

     Definition Classes

     Model

148.  def hashCode(): Int

     Definition Classes

     AnyRef → Any

     Annotations

     @native()

149.  val ignoreEos: BooleanParam

     Definition Classes

     HasLlamaCppInferenceProperties

150.  def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

     Attributes

     protected

     Definition Classes

     Logging

151.  def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     Attributes

     protected

     Definition Classes

     Logging

152.  val inputAnnotatorTypes: Array[AnnotatorType]

     Definition Classes

     AutoGGUFModel → HasInputAnnotationCols

153.  final val inputCols: StringArrayParam

     Attributes

     protected

     Definition Classes

     HasInputAnnotationCols

154.  val inputPrefix: Param[String]

     Definition Classes

     HasLlamaCppInferenceProperties

155.  val inputPrefixBos: BooleanParam

     Definition Classes

     HasLlamaCppModelProperties

156.  val inputSuffix: Param[String]

     Definition Classes

     HasLlamaCppInferenceProperties

157.  final def isDefined(param: Param[_]): Boolean

     Definition Classes

     Params

158.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

159.  final def isSet(param: Param[_]): Boolean

     Definition Classes

     Params

160.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

161.  val lazyAnnotator: BooleanParam

     Definition Classes

     CanBeLazy

162.  def log: Logger

     Attributes

     protected

     Definition Classes

     Logging

163.  def logDebug(msg: ⇒ String, throwable: Throwable): Unit

     Attributes

     protected

     Definition Classes

     Logging

164.  def logDebug(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

165.  def logError(msg: ⇒ String, throwable: Throwable): Unit

     Attributes

     protected

     Definition Classes

     Logging

166.  def logError(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

167.  def logInfo(msg: ⇒ String, throwable: Throwable): Unit

     Attributes

     protected

     Definition Classes

     Logging

168.  def logInfo(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

169.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

170.  def logTrace(msg: ⇒ String, throwable: Throwable): Unit

     Attributes

     protected

     Definition Classes

     Logging

171.  def logTrace(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

172.  def logWarning(msg: ⇒ String, throwable: Throwable): Unit

     Attributes

     protected

     Definition Classes

     Logging

173.  def logWarning(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

174.  val logger: Logger

     Attributes

     protected

     Definition Classes

     HasLlamaCppModelProperties

175.  val lookupCacheDynamicFilePath: Param[String]

     Definition Classes

     HasLlamaCppModelProperties

176.  val lookupCacheStaticFilePath: Param[String]

     Definition Classes

     HasLlamaCppModelProperties

177.  val loraAdapters: StructFeature[Map[String, Float]]

     Definition Classes

     HasLlamaCppModelProperties

178.  val mainGpu: IntParam

     Definition Classes

     HasLlamaCppModelProperties

179.  val metadata: ProtectedParam[String]

     Definition Classes

     HasLlamaCppModelProperties

180.  val minKeep: IntParam

     Definition Classes

     HasLlamaCppInferenceProperties

181.  val minP: FloatParam

     Definition Classes

     HasLlamaCppInferenceProperties

182.  val miroStat: Param[String]

     Definition Classes

     HasLlamaCppInferenceProperties

183.  val miroStatEta: FloatParam

     Definition Classes

     HasLlamaCppInferenceProperties

184.  val miroStatTau: FloatParam

     Definition Classes

     HasLlamaCppInferenceProperties

185.  val modelDraft: Param[String]

     Definition Classes

     HasLlamaCppModelProperties

186.  def msgHelper(schema: StructType): String

     Attributes

     protected

     Definition Classes

     HasInputAnnotationCols

187.  val nBatch: IntParam

     Definition Classes

     HasLlamaCppModelProperties

188.  val nChunks: IntParam

     Definition Classes

     HasLlamaCppModelProperties

189.  val nCtx: IntParam

     Definition Classes

     HasLlamaCppModelProperties

190.  val nDraft: IntParam

     Definition Classes

     HasLlamaCppModelProperties

191.  val nGpuLayers: IntParam

     Definition Classes

     HasLlamaCppModelProperties

192.  val nGpuLayersDraft: IntParam

     Definition Classes

     HasLlamaCppModelProperties

193.  val nKeep: IntParam

     Definition Classes

     HasLlamaCppInferenceProperties

194.  val nPredict: IntParam

     Definition Classes

     HasLlamaCppInferenceProperties

195.  val nProbs: IntParam

     Definition Classes

     HasLlamaCppInferenceProperties

196.  val nSequences: IntParam

     Definition Classes

     HasLlamaCppModelProperties

197.  val nThreads: IntParam

     Definition Classes

     HasLlamaCppModelProperties

198.  val nThreadsBatch: IntParam

     Definition Classes

     HasLlamaCppModelProperties

199.  val nThreadsBatchDraft: IntParam

     Definition Classes

     HasLlamaCppModelProperties

200.  val nThreadsDraft: IntParam

     Definition Classes

     HasLlamaCppModelProperties

201.  val nUbatch: IntParam

     Definition Classes

     HasLlamaCppModelProperties

202.  final def ne(arg0: AnyRef): Boolean

     Definition Classes

     AnyRef

203.  val noKvOffload: BooleanParam

     Definition Classes

     HasLlamaCppModelProperties

204.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

205.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

206.  val numaStrategy: Param[String]

     Definition Classes

     HasLlamaCppModelProperties

207.  def onWrite(path: String, spark: SparkSession): Unit

     Definition Classes

     AutoGGUFModel → ParamsAndFeaturesWritable

208.  val optionalInputAnnotatorTypes: Array[String]

     Definition Classes

     HasInputAnnotationCols

209.  val outputAnnotatorType: AnnotatorType

     Definition Classes

     AutoGGUFModel → HasOutputAnnotatorType

210.  final val outputCol: Param[String]

     Attributes

     protected

     Definition Classes

     HasOutputAnnotationCol

211.  val pSplit: FloatParam

     Definition Classes

     HasLlamaCppModelProperties

212.  lazy val params: Array[Param[_]]

     Definition Classes

     Params

213.  var parent: Estimator[AutoGGUFModel]

     Definition Classes

     Model

214.  val penalizeNl: BooleanParam

     Definition Classes

     HasLlamaCppInferenceProperties

215.  val penaltyPrompt: Param[String]

     Definition Classes

     HasLlamaCppInferenceProperties

216.  val poolingType: Param[String]

     Definition Classes

     HasLlamaCppModelProperties

217.  val presencePenalty: FloatParam

     Definition Classes

     HasLlamaCppInferenceProperties

218.  val repeatLastN: IntParam

     Definition Classes

     HasLlamaCppInferenceProperties

219.  val repeatPenalty: FloatParam

     Definition Classes

     HasLlamaCppInferenceProperties

220.  val ropeFreqBase: FloatParam

     Definition Classes

     HasLlamaCppModelProperties

221.  val ropeFreqScale: FloatParam

     Definition Classes

     HasLlamaCppModelProperties

222.  val ropeScalingType: Param[String]

     Definition Classes

     HasLlamaCppModelProperties

223.  val samplers: StringArrayParam

     Definition Classes

     HasLlamaCppInferenceProperties

224.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

     @Since( "1.6.0" ) @throws( ... )

225.  val seed: IntParam

     Definition Classes

     HasLlamaCppInferenceProperties

226.  def set[T](param: ProtectedParam[T], value: T): MedicalLLM.this.type

     Definition Classes

     HasProtectedParams

227.  def set[T](feature: StructFeature[T], value: T): MedicalLLM.this.type

     Attributes

     protected

     Definition Classes

     HasFeatures

228.  def set[K, V](feature: MapFeature[K, V], value: Map[K, V]): MedicalLLM.this.type

     Attributes

     protected

     Definition Classes

     HasFeatures

229.  def set[T](feature: SetFeature[T], value: Set[T]): MedicalLLM.this.type

     Attributes

     protected

     Definition Classes

     HasFeatures

230.  def set[T](feature: ArrayFeature[T], value: Array[T]): MedicalLLM.this.type

     Attributes

     protected

     Definition Classes

     HasFeatures

231.  final def set(paramPair: ParamPair[_]): MedicalLLM.this.type

     Attributes

     protected

     Definition Classes

     Params

232.  final def set(param: String, value: Any): MedicalLLM.this.type

     Attributes

     protected

     Definition Classes

     Params

233.  final def set[T](param: Param[T], value: T): MedicalLLM.this.type

     Definition Classes

     Params

234.  def setBatchSize(size: Int): MedicalLLM.this.type

     Definition Classes

     HasBatchedAnnotate

235.  def setCachePrompt(cachePrompt: Boolean): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

236.  def setChatTemplate(chatTemplate: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

237.  def setDefault[T](feature: StructFeature[T], value: () ⇒ T): MedicalLLM.this.type

     Attributes

     protected

     Definition Classes

     HasFeatures

238.  def setDefault[K, V](feature: MapFeature[K, V], value: () ⇒ Map[K, V]): MedicalLLM.this.type

     Attributes

     protected

     Definition Classes

     HasFeatures

239.  def setDefault[T](feature: SetFeature[T], value: () ⇒ Set[T]): MedicalLLM.this.type

     Attributes

     protected

     Definition Classes

     HasFeatures

240.  def setDefault[T](feature: ArrayFeature[T], value: () ⇒ Array[T]): MedicalLLM.this.type

     Attributes

     protected

     Definition Classes

     HasFeatures

241.  final def setDefault(paramPairs: ParamPair[_]*): MedicalLLM.this.type

     Attributes

     protected

     Definition Classes

     Params

242.  final def setDefault[T](param: Param[T], value: T): MedicalLLM.this.type

     Attributes

     protected[org.apache.spark.ml]

     Definition Classes

     Params

243.  def setDefragmentationThreshold(defragThold: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

244.  def setDisableTokenIds(disableTokenIds: Array[Int]): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

245.  def setDynamicTemperatureExponent(dynatempExponent: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

246.  def setDynamicTemperatureRange(dynatempRange: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

247.  def setEmbedding(embedding: Boolean): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

248.  def setFlashAttention(flashAttention: Boolean): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

249.  def setFrequencyPenalty(frequencyPenalty: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

250.  def setGpuSplitMode(splitMode: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

251.  def setGpuSupportIfAvailable(spark: SparkSession): MedicalLLM.this.type

     Attributes

     protected

     Definition Classes

     HasLlamaCppModelProperties

252.  def setGrammar(grammar: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

253.  def setGrpAttnN(grpAttnN: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

254.  def setGrpAttnW(grpAttnW: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

255.  def setIgnoreEos(ignoreEos: Boolean): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

256.  final def setInputCols(value: String*): MedicalLLM.this.type

     Definition Classes

     HasInputAnnotationCols

257.  def setInputCols(value: Array[String]): MedicalLLM.this.type

     Definition Classes

     HasInputAnnotationCols

258.  def setInputPrefix(inputPrefix: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

259.  def setInputPrefixBos(inputPrefixBos: Boolean): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

260.  def setInputSuffix(inputSuffix: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

261.  def setLazyAnnotator(value: Boolean): MedicalLLM.this.type

     Definition Classes

     CanBeLazy

262.  def setLookupCacheDynamicFilePath(lookupCacheDynamicFilePath: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

263.  def setLookupCacheStaticFilePath(lookupCacheStaticFilePath: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

264.  def setLoraAdapters(loraAdapters: HashMap[String, Double]): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

265.  def setLoraAdapters(loraAdapters: Map[String, Float]): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

266.  def setMainGpu(mainGpu: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

267.  def setMetadata(metadata: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

268.  def setMinKeep(minKeep: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

269.  def setMinP(minP: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

270.  def setMiroStat(mirostat: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

271.  def setMiroStatEta(mirostatEta: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

272.  def setMiroStatTau(mirostatTau: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

273.  def setModelDraft(modelDraft: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

274.  def setModelIfNotSet(spark: SparkSession, wrapper: GGUFWrapper): MedicalLLM.this.type

     Definition Classes

     AutoGGUFModel

275.  def setNBatch(nBatch: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

276.  def setNChunks(nChunks: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

277.  def setNCtx(nCtx: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

278.  def setNDraft(nDraft: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

279.  def setNGpuLayers(nGpuLayers: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

280.  def setNGpuLayersDraft(nGpuLayersDraft: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

281.  def setNKeep(nKeep: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

282.  def setNPredict(nPredict: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

283.  def setNProbs(nProbs: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

284.  def setNSequences(nSequences: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

285.  def setNThreads(nThreads: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

286.  def setNThreadsBatch(nThreadsBatch: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

287.  def setNThreadsBatchDraft(nThreadsBatchDraft: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

288.  def setNThreadsDraft(nThreadsDraft: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

289.  def setNUbatch(nUbatch: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

290.  def setNoKvOffload(noKvOffload: Boolean): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

291.  def setNumaStrategy(numa: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

292.  final def setOutputCol(value: String): MedicalLLM.this.type

     Definition Classes

     HasOutputAnnotationCol

293.  def setPSplit(pSplit: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

294.  def setParent(parent: Estimator[AutoGGUFModel]): AutoGGUFModel

     Definition Classes

     Model

295.  def setPenalizeNl(penalizeNl: Boolean): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

296.  def setPenaltyPrompt(penaltyPrompt: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

297.  def setPoolingType(poolingType: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

298.  def setPresencePenalty(presencePenalty: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

299.  def setRepeatLastN(repeatLastN: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

300.  def setRepeatPenalty(repeatPenalty: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

301.  def setRopeFreqBase(ropeFreqBase: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

302.  def setRopeFreqScale(ropeFreqScale: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

303.  def setRopeScalingType(ropeScalingType: String): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

304.  def setSamplers(samplers: Array[String]): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

305.  def setSeed(seed: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

306.  def setStopStrings(stopStrings: Array[String]): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

307.  def setSystemPrompt(systemPrompt: String): MedicalLLM.this.type

     Definition Classes

     MedicalLLM → HasLlamaCppModelProperties

308.  def setTemperature(temperature: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

309.  def setTensorSplit(tensorSplit: Array[Double]): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

310.  def setTfsZ(tfsZ: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

311.  def setTokenBias(tokenBias: HashMap[String, Double]): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

312.  def setTokenBias(tokenBias: Map[String, Float]): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

313.  def setTokenIdBias(tokenIdBias: HashMap[Integer, Double]): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

314.  def setTokenIdBias(tokenIdBias: Map[Int, Float]): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

315.  def setTopK(topK: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

316.  def setTopP(topP: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

317.  def setTypicalP(typicalP: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

318.  def setUseChatTemplate(useChatTemplate: Boolean): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppInferenceProperties

319.  def setUseMlock(useMlock: Boolean): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

320.  def setUseMmap(useMmap: Boolean): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

321.  def setYarnAttnFactor(yarnAttnFactor: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

322.  def setYarnBetaFast(yarnBetaFast: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

323.  def setYarnBetaSlow(yarnBetaSlow: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

324.  def setYarnExtFactor(yarnExtFactor: Float): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

325.  def setYarnOrigCtx(yarnOrigCtx: Int): MedicalLLM.this.type

     Definition Classes

     HasLlamaCppModelProperties

326.  val stopStrings: StringArrayParam

     Definition Classes

     HasLlamaCppInferenceProperties

327.  final def synchronized[T0](arg0: ⇒ T0): T0

     Definition Classes

     AnyRef

328.  val systemPrompt: Param[String]

     Definition Classes

     HasLlamaCppModelProperties

329.  val temperature: FloatParam

     Definition Classes

     HasLlamaCppInferenceProperties

330.  val tensorSplit: DoubleArrayParam

     Definition Classes

     HasLlamaCppModelProperties

331.  val tfsZ: FloatParam

     Definition Classes

     HasLlamaCppInferenceProperties

332.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

333.  val tokenBias: StructFeature[Map[String, Float]]

     Definition Classes

     HasLlamaCppInferenceProperties

334.  val tokenIdBias: StructFeature[Map[Int, Float]]

     Definition Classes

     HasLlamaCppInferenceProperties

335.  val topK: IntParam

     Definition Classes

     HasLlamaCppInferenceProperties

336.  val topP: FloatParam

     Definition Classes

     HasLlamaCppInferenceProperties

337.  final def transform(dataset: Dataset[_]): DataFrame

     Definition Classes

     AnnotatorModel → Transformer

338.  def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

339.  def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

340.  final def transformSchema(schema: StructType): StructType

     Definition Classes

     RawAnnotator → PipelineStage

341.  def transformSchema(schema: StructType, logging: Boolean): StructType

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

342.  val typicalP: FloatParam

     Definition Classes

     HasLlamaCppInferenceProperties

343.  val uid: String

     Definition Classes

     MedicalLLM → AutoGGUFModel → Identifiable

344.  val useChatTemplate: BooleanParam

     Definition Classes

     HasLlamaCppInferenceProperties

345.  val useMlock: BooleanParam

     Definition Classes

     HasLlamaCppModelProperties

346.  val useMmap: BooleanParam

     Definition Classes

     HasLlamaCppModelProperties

347.  def validate(schema: StructType): Boolean

     Attributes

     protected

     Definition Classes

     RawAnnotator

348.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

349.  final def wait(arg0: Long, arg1: Int): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

350.  final def wait(arg0: Long): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

351.  def wrapColumnMetadata(col: Column): Column

     Attributes

     protected

     Definition Classes

     RawAnnotator

352.  def write: MLWriter

     Definition Classes

     ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable

353.  val yarnAttnFactor: FloatParam

     Definition Classes

     HasLlamaCppModelProperties

354.  val yarnBetaFast: FloatParam

     Definition Classes

     HasLlamaCppModelProperties

355.  val yarnBetaSlow: FloatParam

     Definition Classes

     HasLlamaCppModelProperties

356.  val yarnExtFactor: FloatParam

     Definition Classes

     HasLlamaCppModelProperties

357.  val yarnOrigCtx: IntParam

     Definition Classes

     HasLlamaCppModelProperties