Flan-UL2, a large open-source chatbot model with 20 billion parameters, offers a powerful alternative to proprietary AI models, providing users with the ability to deploy it easily via DeepInfra’s platform. This fine-tuned version of the UL2 model utilizes the Flan dataset and, due to its size, is challenging to run on personal hardware. Instead, it can be deployed on DeepInfra's managed infrastructure, where users only pay for inference time at a rate of $0.0005 per second, amounting to approximately $0.0001 per token generated. The deployment process is simplified through DeepInfra's web dashboard or API, allowing users to initiate inferences without the need for complex setups involving Docker or machine learning frameworks. This setup ensures a cost-effective and user-friendly approach to running advanced AI models, supported by DeepInfra’s reliable GPU infrastructure and customer assistance via Discord.