synthetic-data-generation
Verbalized-Sampling-Synthetic-Data-Generation
Verbalized-Sampling-Synthetic-Data-Generation
This dataset showcases how Verbalized Sampling (VS) can be used to generate high-quality, diverse synthetic training data for mathematical reasoning tasks. From the paper Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity.
Dataset Description
The Synthetic Data Generation dataset contains mathematical problem-solution pairs generated by different methods using state-of-the-art LLMs. This dataset… See the full description on the dataset page: https://huggingface.co/datasets/CHATS-Lab/Verbalized-Sampling-Synthetic-Data-Generation.synthetic-data-generation-with-llama3-405B
Dataset Card for synthetic-data-generation-with-llama3-405B
This dataset has been created with distilabel.
Dataset Summary
This dataset contains a pipeline.yaml which can be used to reproduce the pipeline that generated it in distilabel using the distilabel CLI:
distilabel pipeline run --config "https://huggingface.co/datasets/argilla/synthetic-data-generation-with-llama3-405B/raw/main/pipeline.yaml"
or explore the configuration:
distilabel pipeline info… See the full description on the dataset page: https://huggingface.co/datasets/argilla/synthetic-data-generation-with-llama3-405B.synthetic-data-generation-with-llama3-405B
Dataset Card for synthetic-data-generation-with-llama3-405B
This dataset has been created with distilabel.
Dataset Summary
This dataset contains a pipeline.yaml which can be used to reproduce the pipeline that generated it in distilabel using the distilabel CLI:
distilabel pipeline run --config "https://huggingface.co/datasets/lukmanaj/synthetic-data-generation-with-llama3-405B/raw/main/pipeline.yaml"
or explore the configuration:
distilabel pipeline info… See the full description on the dataset page: https://huggingface.co/datasets/lukmanaj/synthetic-data-generation-with-llama3-405B.Synthetic_Data_Generation
Dataset Card for "Synthetic_Data_Generation"
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