components Foundational Models Finetune documentation

Foundational Models Finetune

Components in this category

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• 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.

• group_relative_policy_optimization

  Component to optimize group-relative policy using reinforcement learning. Supports PyTorch distributed training with DeepSpeed optimizations.

• medimageinsight_adapter_finetune

  Component to finetune the model using the medical image data

• medimageinsight_embedding_finetune

  Component to finetune the model using the medical image data

• medimageparse_finetune

  Component to finetune the model using the medical image data

• 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.