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

    HasLlamaCppProperties

17.  val chatTemplate: Param[String]

    Definition Classes

    HasLlamaCppProperties

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 defragmentationThreshold: FloatParam

    Definition Classes

    HasLlamaCppProperties

29.  val disableTokenIds: IntArrayParam

    Definition Classes

    HasLlamaCppProperties

30.  val dynamicTemperatureExponent: FloatParam

    Definition Classes

    HasLlamaCppProperties

31.  val dynamicTemperatureRange: FloatParam

    Definition Classes

    HasLlamaCppProperties

32.  val embedding: BooleanParam

    Definition Classes

    HasLlamaCppProperties

33.  val engine: Param[String]

    Definition Classes

    HasEngine

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

    Definition Classes

    AnyRef

35.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

37.  def explainParams(): String

    Definition Classes

    Params

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

    Attributes

    protected

    Definition Classes

    RawAnnotator

39.  def extraValidateMsg: String

    Attributes

    protected

    Definition Classes

    RawAnnotator

40.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

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

    Definition Classes

    HasFeatures

43.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

44.  val flashAttention: BooleanParam

    Definition Classes

    HasLlamaCppProperties

45.  val frequencyPenalty: FloatParam

    Definition Classes

    HasLlamaCppProperties

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

    Attributes

    protected

    Definition Classes

    HasFeatures

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

    Attributes

    protected

    Definition Classes

    HasFeatures

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

    Attributes

    protected

    Definition Classes

    HasFeatures

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

    Attributes

    protected

    Definition Classes

    HasFeatures

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

    Definition Classes

    Params

51.  def getBatchSize: Int

    Definition Classes

    HasBatchedAnnotate

52.  def getCachePrompt: Boolean

    Definition Classes

    HasLlamaCppProperties

53.  def getChatTemplate: String

    Definition Classes

    HasLlamaCppProperties

54.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    Params

56.  def getDefragmentationThreshold: Float

    Definition Classes

    HasLlamaCppProperties

57.  def getDisableTokenIds: Array[Int]

    Definition Classes

    HasLlamaCppProperties

58.  def getDynamicTemperatureExponent: Float

    Definition Classes

    HasLlamaCppProperties

59.  def getDynamicTemperatureRange: Float

    Definition Classes

    HasLlamaCppProperties

60.  def getEmbedding: Boolean

    Definition Classes

    HasLlamaCppProperties

61.  def getEngine: String

    Definition Classes

    HasEngine

62.  def getFlashAttention: Boolean

    Definition Classes

    HasLlamaCppProperties

63.  def getFrequencyPenalty: Float

    Definition Classes

    HasLlamaCppProperties

64.  def getGrammar: String

    Definition Classes

    HasLlamaCppProperties

65.  def getGrpAttnN: Int

    Definition Classes

    HasLlamaCppProperties

66.  def getGrpAttnW: Int

    Definition Classes

    HasLlamaCppProperties

67.  def getIgnoreEos: Boolean

    Definition Classes

    HasLlamaCppProperties

68.  def getInferenceParameters: InferenceParameters

    Attributes

    protected

    Definition Classes

    HasLlamaCppProperties

69.  def getInputCols: Array[String]

    Definition Classes

    HasInputAnnotationCols

70.  def getInputPrefix: String

    Definition Classes

    HasLlamaCppProperties

71.  def getInputPrefixBos: Boolean

    Definition Classes

    HasLlamaCppProperties

72.  def getInputSuffix: String

    Definition Classes

    HasLlamaCppProperties

73.  def getLazyAnnotator: Boolean

    Definition Classes

    CanBeLazy

74.  def getLookupCacheDynamicFilePath: String

    Definition Classes

    HasLlamaCppProperties

75.  def getLookupCacheStaticFilePath: String

    Definition Classes

    HasLlamaCppProperties

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

    Definition Classes

    HasLlamaCppProperties

77.  def getMainGpu: Int

    Definition Classes

    HasLlamaCppProperties

78.  def getMetadata: String

    Definition Classes

    HasLlamaCppProperties

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

    Definition Classes

    AutoGGUFModel

80.  def getMinKeep: Int

    Definition Classes

    HasLlamaCppProperties

81.  def getMinP: Float

    Definition Classes

    HasLlamaCppProperties

82.  def getMiroStat: String

    Definition Classes

    HasLlamaCppProperties

83.  def getMiroStatEta: Float

    Definition Classes

    HasLlamaCppProperties

84.  def getMiroStatTau: Float

    Definition Classes

    HasLlamaCppProperties

85.  def getModelDraft: String

    Definition Classes

    HasLlamaCppProperties

86.  def getModelIfNotSet: GGUFWrapper

    Definition Classes

    AutoGGUFModel

87.  def getModelParameters: ModelParameters

    Attributes

    protected

    Definition Classes

    MedicalLLM → HasLlamaCppProperties

88.  def getNBatch: Int

    Definition Classes

    HasLlamaCppProperties

89.  def getNChunks: Int

    Definition Classes

    HasLlamaCppProperties

90.  def getNCtx: Int

    Definition Classes

    HasLlamaCppProperties

91.  def getNDraft: Int

    Definition Classes

    HasLlamaCppProperties

92.  def getNGpuLayers: Int

    Definition Classes

    HasLlamaCppProperties

93.  def getNGpuLayersDraft: Int

    Definition Classes

    HasLlamaCppProperties

94.  def getNKeep: Int

    Definition Classes

    HasLlamaCppProperties

95.  def getNPredict: Int

    Definition Classes

    HasLlamaCppProperties

96.  def getNProbs: Int

    Definition Classes

    HasLlamaCppProperties

97.  def getNSequences: Int

    Definition Classes

    HasLlamaCppProperties

98.  def getNThreads: Int

    Definition Classes

    HasLlamaCppProperties

99.  def getNThreadsBatch: Int

    Definition Classes

    HasLlamaCppProperties

100.  def getNThreadsBatchDraft: Int

     Definition Classes

     HasLlamaCppProperties

101.  def getNThreadsDraft: Int

     Definition Classes

     HasLlamaCppProperties

102.  def getNUbatch: Int

     Definition Classes

     HasLlamaCppProperties

103.  def getNoKvOffload: Boolean

     Definition Classes

     HasLlamaCppProperties

104.  def getNuma: String

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     Params

106.  final def getOutputCol: String

     Definition Classes

     HasOutputAnnotationCol

107.  def getPSplit: Float

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     Params

109.  def getPenalizeNl: Boolean

     Definition Classes

     HasLlamaCppProperties

110.  def getPenaltyPrompt: String

     Definition Classes

     HasLlamaCppProperties

111.  def getPoolingType: String

     Definition Classes

     HasLlamaCppProperties

112.  def getPresencePenalty: Float

     Definition Classes

     HasLlamaCppProperties

113.  def getRepeatLastN: Int

     Definition Classes

     HasLlamaCppProperties

114.  def getRepeatPenalty: Float

     Definition Classes

     HasLlamaCppProperties

115.  def getRopeFreqBase: Float

     Definition Classes

     HasLlamaCppProperties

116.  def getRopeFreqScale: Float

     Definition Classes

     HasLlamaCppProperties

117.  def getRopeScalingType: String

     Definition Classes

     HasLlamaCppProperties

118.  def getSamplers: Array[String]

     Definition Classes

     HasLlamaCppProperties

119.  def getSeed: Int

     Definition Classes

     HasLlamaCppProperties

120.  def getSplitMode: String

     Definition Classes

     HasLlamaCppProperties

121.  def getStopStrings: Array[String]

     Definition Classes

     HasLlamaCppProperties

122.  def getSystemPrompt: String

     Definition Classes

     MedicalLLM → HasLlamaCppProperties

123.  def getTemperature: Float

     Definition Classes

     HasLlamaCppProperties

124.  def getTensorSplit: Array[Double]

     Definition Classes

     HasLlamaCppProperties

125.  def getTfsZ: Float

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

128.  def getTopK: Int

     Definition Classes

     HasLlamaCppProperties

129.  def getTopP: Float

     Definition Classes

     HasLlamaCppProperties

130.  def getTypicalP: Float

     Definition Classes

     HasLlamaCppProperties

131.  def getUseChatTemplate: Boolean

     Definition Classes

     HasLlamaCppProperties

132.  def getUseMlock: Boolean

     Definition Classes

     HasLlamaCppProperties

133.  def getUseMmap: Boolean

     Definition Classes

     HasLlamaCppProperties

134.  def getYarnAttnFactor: Float

     Definition Classes

     HasLlamaCppProperties

135.  def getYarnBetaFast: Float

     Definition Classes

     HasLlamaCppProperties

136.  def getYarnBetaSlow: Float

     Definition Classes

     HasLlamaCppProperties

137.  def getYarnExtFactor: Float

     Definition Classes

     HasLlamaCppProperties

138.  def getYarnOrigCtx: Int

     Definition Classes

     HasLlamaCppProperties

139.  val gpuSplitMode: Param[String]

     Definition Classes

     HasLlamaCppProperties

140.  val grammar: Param[String]

     Definition Classes

     HasLlamaCppProperties

141.  val grpAttnN: IntParam

     Definition Classes

     HasLlamaCppProperties

142.  val grpAttnW: IntParam

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     Params

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

     Definition Classes

     Params

145.  def hasParent: Boolean

     Definition Classes

     Model

146.  def hashCode(): Int

     Definition Classes

     AnyRef → Any

     Annotations

     @native()

147.  val ignoreEos: BooleanParam

     Definition Classes

     HasLlamaCppProperties

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

150.  val inputAnnotatorTypes: Array[AnnotatorType]

     Definition Classes

     AutoGGUFModel → HasInputAnnotationCols

151.  final val inputCols: StringArrayParam

     Attributes

     protected

     Definition Classes

     HasInputAnnotationCols

152.  val inputPrefix: Param[String]

     Definition Classes

     HasLlamaCppProperties

153.  val inputPrefixBos: BooleanParam

     Definition Classes

     HasLlamaCppProperties

154.  val inputSuffix: Param[String]

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     Params

156.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

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

     Definition Classes

     Params

158.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

159.  val lazyAnnotator: BooleanParam

     Definition Classes

     CanBeLazy

160.  def log: Logger

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

167.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

172.  val logger: Logger

     Definition Classes

     HasLlamaCppProperties

173.  val lookupCacheDynamicFilePath: Param[String]

     Definition Classes

     HasLlamaCppProperties

174.  val lookupCacheStaticFilePath: Param[String]

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

176.  val mainGpu: IntParam

     Definition Classes

     HasLlamaCppProperties

177.  val metadata: ProtectedParam[String]

     Definition Classes

     HasLlamaCppProperties

178.  val minKeep: IntParam

     Definition Classes

     HasLlamaCppProperties

179.  val minP: FloatParam

     Definition Classes

     HasLlamaCppProperties

180.  val miroStat: Param[String]

     Definition Classes

     HasLlamaCppProperties

181.  val miroStatEta: FloatParam

     Definition Classes

     HasLlamaCppProperties

182.  val miroStatTau: FloatParam

     Definition Classes

     HasLlamaCppProperties

183.  val modelDraft: Param[String]

     Definition Classes

     HasLlamaCppProperties

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

     Attributes

     protected

     Definition Classes

     HasInputAnnotationCols

185.  val nBatch: IntParam

     Definition Classes

     HasLlamaCppProperties

186.  val nChunks: IntParam

     Definition Classes

     HasLlamaCppProperties

187.  val nCtx: IntParam

     Definition Classes

     HasLlamaCppProperties

188.  val nDraft: IntParam

     Definition Classes

     HasLlamaCppProperties

189.  val nGpuLayers: IntParam

     Definition Classes

     HasLlamaCppProperties

190.  val nGpuLayersDraft: IntParam

     Definition Classes

     HasLlamaCppProperties

191.  val nKeep: IntParam

     Definition Classes

     HasLlamaCppProperties

192.  val nPredict: IntParam

     Definition Classes

     HasLlamaCppProperties

193.  val nProbs: IntParam

     Definition Classes

     HasLlamaCppProperties

194.  val nSequences: IntParam

     Definition Classes

     HasLlamaCppProperties

195.  val nThreads: IntParam

     Definition Classes

     HasLlamaCppProperties

196.  val nThreadsBatch: IntParam

     Definition Classes

     HasLlamaCppProperties

197.  val nThreadsBatchDraft: IntParam

     Definition Classes

     HasLlamaCppProperties

198.  val nThreadsDraft: IntParam

     Definition Classes

     HasLlamaCppProperties

199.  val nUbatch: IntParam

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     AnyRef

201.  val noKvOffload: BooleanParam

     Definition Classes

     HasLlamaCppProperties

202.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

203.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

204.  val numaStrategy: Param[String]

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     AutoGGUFModel → ParamsAndFeaturesWritable

206.  val optionalInputAnnotatorTypes: Array[String]

     Definition Classes

     HasInputAnnotationCols

207.  val outputAnnotatorType: AnnotatorType

     Definition Classes

     AutoGGUFModel → HasOutputAnnotatorType

208.  final val outputCol: Param[String]

     Attributes

     protected

     Definition Classes

     HasOutputAnnotationCol

209.  val pSplit: FloatParam

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     Params

211.  var parent: Estimator[AutoGGUFModel]

     Definition Classes

     Model

212.  val penalizeNl: BooleanParam

     Definition Classes

     HasLlamaCppProperties

213.  val penaltyPrompt: Param[String]

     Definition Classes

     HasLlamaCppProperties

214.  val poolingType: Param[String]

     Definition Classes

     HasLlamaCppProperties

215.  val presencePenalty: FloatParam

     Definition Classes

     HasLlamaCppProperties

216.  val repeatLastN: IntParam

     Definition Classes

     HasLlamaCppProperties

217.  val repeatPenalty: FloatParam

     Definition Classes

     HasLlamaCppProperties

218.  val ropeFreqBase: FloatParam

     Definition Classes

     HasLlamaCppProperties

219.  val ropeFreqScale: FloatParam

     Definition Classes

     HasLlamaCppProperties

220.  val ropeScalingType: Param[String]

     Definition Classes

     HasLlamaCppProperties

221.  val samplers: StringArrayParam

     Definition Classes

     HasLlamaCppProperties

222.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

223.  val seed: IntParam

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasProtectedParams

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

     Attributes

     protected

     Definition Classes

     HasFeatures

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

     Attributes

     protected

     Definition Classes

     HasFeatures

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

     Attributes

     protected

     Definition Classes

     HasFeatures

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

     Attributes

     protected

     Definition Classes

     HasFeatures

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

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

     Definition Classes

     Params

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

     Definition Classes

     HasBatchedAnnotate

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Attributes

     protected

     Definition Classes

     HasFeatures

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

     Attributes

     protected

     Definition Classes

     HasFeatures

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

     Attributes

     protected

     Definition Classes

     HasFeatures

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

     Attributes

     protected

     Definition Classes

     HasFeatures

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected[org.apache.spark.ml]

     Definition Classes

     Params

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasInputAnnotationCols

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

     Definition Classes

     HasInputAnnotationCols

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     CanBeLazy

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     AutoGGUFModel

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasOutputAnnotationCol

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     Model

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     MedicalLLM → HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

323.  val stopStrings: StringArrayParam

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     AnyRef

325.  val systemPrompt: Param[String]

     Definition Classes

     HasLlamaCppProperties

326.  val temperature: FloatParam

     Definition Classes

     HasLlamaCppProperties

327.  val tensorSplit: DoubleArrayParam

     Definition Classes

     HasLlamaCppProperties

328.  val tfsZ: FloatParam

     Definition Classes

     HasLlamaCppProperties

329.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     HasLlamaCppProperties

332.  val topK: IntParam

     Definition Classes

     HasLlamaCppProperties

333.  val topP: FloatParam

     Definition Classes

     HasLlamaCppProperties

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

     Definition Classes

     AnnotatorModel → Transformer

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

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

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

     Definition Classes

     RawAnnotator → PipelineStage

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

339.  val typicalP: FloatParam

     Definition Classes

     HasLlamaCppProperties

340.  val uid: String

     Definition Classes

     MedicalLLM → AutoGGUFModel → Identifiable

341.  val useChatTemplate: BooleanParam

     Definition Classes

     HasLlamaCppProperties

342.  val useMlock: BooleanParam

     Definition Classes

     HasLlamaCppProperties

343.  val useMmap: BooleanParam

     Definition Classes

     HasLlamaCppProperties

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

     Attributes

     protected

     Definition Classes

     RawAnnotator

345.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

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

     Attributes

     protected

     Definition Classes

     RawAnnotator

349.  def write: MLWriter

     Definition Classes

     ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable

350.  val yarnAttnFactor: FloatParam

     Definition Classes

     HasLlamaCppProperties

351.  val yarnBetaFast: FloatParam

     Definition Classes

     HasLlamaCppProperties

352.  val yarnBetaSlow: FloatParam

     Definition Classes

     HasLlamaCppProperties

353.  val yarnExtFactor: FloatParam

     Definition Classes

     HasLlamaCppProperties

354.  val yarnOrigCtx: IntParam

     Definition Classes

     HasLlamaCppProperties