Can you create domain-specific synthetic datasets in under 20 minutes?
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Can you create domain-specific synthetic datasets in under 20 minutes?
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@burtenshaw
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burtenshaw
 recently launched the Domain Specific Dataset Project as part of Data is Better Together. As part of this, Ben created a Space that you can use to define some key perspectives and concepts from a domain. This seed dataset can then be used to generate a synthetic dataset for a particular domain. 
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 recently launched the Domain Specific Dataset Project as part of Data is Better Together. As part of this, Ben created a Space that you can use to define some key perspectives and concepts from a domain. This seed dataset can then be used to generate a synthetic dataset for a particular domain. 
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In less than 30 minutes this afternoon, I created a domain-specific dataset focused on data-centric machine learning using these tools: 
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In less than 30 minutes this afternoon, I created a domain-specific dataset focused on data-centric machine learning using these tools: 
https://huggingface.co/datasets/davanstrien/data-centric-ml-sft
davanstrien/data-centric-ml-sft
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https://huggingface.co/datasets/davanstrien/data-centric-ml-sft
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You can create your own domain specific datasets using this approach. Find the steps to follow here: 
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You can create your own domain specific datasets using this approach. Find the steps to follow here: 
https://github.com/huggingface/data-is-better-together/blob/main/domain-specific-datasets/README.md
https://github.com/huggingface/data-is-better-together/blob/main/domain-specific-datasets/README.md
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Can you create domain-specific synthetic datasets in under 20 minutes?

@burtenshaw recently launched the Domain Specific Dataset Project as part of Data is Better Together. As part of this, Ben created a Space that you can use to define some key perspectives and concepts from a domain. This seed dataset can then be used to generate a synthetic dataset for a particular domain. 

In less than 30 minutes this afternoon, I created a domain-specific dataset focused on data-centric machine learning using these tools: https://huggingface.co/datasets/davanstrien/data-centric-ml-sft.

You can create your own domain specific datasets using this approach. Find the steps to follow here: https://github.com/huggingface/data-is-better-together/blob/main/domain-specific-datasets/README.md
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alvarobartt adamm-hf ZennyKenny fdaudens burtenshaw tomaarsen Taylor658 ucyang
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KingNish tomaarsen
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Adam Molnar
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