In celebration of reaching 10,000 stars on GitHub, Ludwig is hosting a giveaway where participants can win a premium swag pack by submitting innovative projects or use cases developed with Ludwig, with a focus on fine-tuning and using large language models (LLMs). The competition encourages participants to explore diverse applications such as generating domain-specific code, creating marketing content, summarizing documents, and automating processes. Entries must be submitted using Google Colab notebooks, and participants are encouraged to collaborate in teams of up to four. The contest includes resources and support through the "ludwig-10k-contest" Slack channel, and winners will be announced on December 14, 2023, with their projects showcased in a blog post. Participants are provided with installation guides, reference materials, and tutorials to help them effectively use Ludwig for their submissions.