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Steps Gallery

  • DeitaFiltering

    Filter dataset rows using DEITA filtering strategy.

    DeitaFiltering

  • PushToHub

    Push data to a Hugging Face Hub dataset.

    PushToHub

  • PreferenceToArgilla

    Creates a preference dataset in Argilla.

    PreferenceToArgilla

  • TextGenerationToArgilla

    Creates a text generation dataset in Argilla.

    TextGenerationToArgilla

  • CombineColumns

    Combines columns from a list of StepInput.

    CombineColumns

  • ExpandColumns

    Expand columns that contain lists into multiple rows.

    ExpandColumns

  • ConversationTemplate

    Generate a conversation template from an instruction and a response.

    ConversationTemplate

  • FormatTextGenerationDPO

    Format the output of your LLMs for Direct Preference Optimization (DPO).

    FormatTextGenerationDPO

  • FormatChatGenerationDPO

    Format the output of a combination of a ChatGeneration + a preference task such as

    FormatChatGenerationDPO

  • FormatTextGenerationSFT

    Format the output of a TextGeneration task for Supervised Fine-Tuning (SFT).

    FormatTextGenerationSFT

  • FormatChatGenerationSFT

    Format the output of a ChatGeneration task for Supervised Fine-Tuning (SFT) following the

    FormatChatGenerationSFT

  • KeepColumns

    Keeps selected columns in the dataset.

    KeepColumns

  • LoadDataFromDicts

    Loads a dataset from a list of dictionaries.

    LoadDataFromDicts

  • LoadHubDataset

    Loads a dataset from the Hugging Face Hub.

    LoadHubDataset