Description
Pretrained phi2 model , adapted and imported into Spark NLP.
How to use
documentAssembler = DocumentAssembler() \
.setInputCol('text') \
.setOutputCol('document')
phi2 = Phi2Transformer \
.pretrained() \
.setMaxOutputLength(50) \
.setDoSample(False) \
.setInputCols(["document"]) \
.setOutputCol("phi2_generation")
pipeline = Pipeline().setStages([documentAssembler, phi2])
data = spark.createDataFrame([["Who is the founder of Spark-NLP?"]]).toDF("text")
pipelineModel = pipeline.fit(data)
pipelineDF = pipelineModel.transform(data)
val documentAssembler = new DocumentAssembler()
.setInputCols("text")
.setOutputCols("document")
val phi2 = Phi2Transformer .pretrained() .setMaxOutputLength(50) .setDoSample(False) .setInputCols(["document"]) .setOutputCol("phi2_generation")
val pipeline = new Pipeline().setStages(Array(documentAssembler, phi2))
val data = Seq("Who is the founder of Spark-NLP?").toDS.toDF("text")
val pipelineModel = pipeline.fit(data)
val pipelineDF = pipelineModel.transform(data)
Model Information
| Model Name: | phi2 |
| Compatibility: | Spark NLP 5.4.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 9.1 GB |