Description
Pretrained T5Transformer, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.doc2query_ppo_msmarco_100_12n_pipeline is a English model originally trained by Hermi2023.
How to use
pipeline = PretrainedPipeline("doc2query_ppo_msmarco_100_12n_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("doc2query_ppo_msmarco_100_12n_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | doc2query_ppo_msmarco_100_12n_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.4.2+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 954.6 MB |
References
https://huggingface.co/Hermi2023/doc2query-ppo-msmarco-100-12n
Included Models
- DocumentAssembler
- T5Transformer