components Foundational Models Finetune documentation

Foundational Models Finetune

Components in this category

---

• chat_completion_finetune

  Component to finetune Hugging Face pretrained models for chat completion task. The component supports optimizations such as LoRA, Deepspeed and ONNXRuntime for performance enhancement. See docs to learn more.

• oss_text_generation_data_import

  FTaaS component to copy user training data to output

• question_answering_finetune

  Component to finetune Hugging Face pretrained models for extractive question answering task. The component supports optimizations such as LoRA, Deepspeed and ONNXRuntime for performance enhancement. See docs to learn more.

• question_answering_model_converter

  Component to convert the question answering finetune job output from pytorch to mlflow model.