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Apply for community grant: Academic project (gpu)
Dear Hugging Face Team,
I hope this message finds you well. I am requesting free GPU usage in Hugging Face Space to deploy a model that can generate SMILES molecular string representations from substance descriptions using the diffusion approach.
The model I have developed showcases promising results in accurately converting substance descriptions into SMILES representations, a vital task in molecular chemistry. By deploying this model in Hugging Face Space, I aim to make it readily accessible to researchers and scientists worldwide, facilitating advancements in drug discovery, chemical synthesis, and related areas.
The diffusion-based model uses PyTorch and leverages Hugging Face's powerful libraries for natural language processing and deep learning. It has been trained on a diverse dataset comprising substance descriptions paired with their corresponding SMILES strings. The model's training focused on optimizing accuracy and generalization across various chemical structures and properties.
By granting me free GPU usage in Hugging Face Space, we can offer several benefits to the scientific community. Firstly, researchers will have convenient access to the model, eliminating the need for individual infrastructure setup. Secondly, the deployment environment in Hugging Face Space ensures efficient model execution, enabling prompt generation of SMILES representations. Thirdly, the availability of this model will foster collaboration and knowledge sharing among researchers, leading to further advancements in molecular chemistry and related disciplines. Lastly, user feedback obtained through Hugging Face Space will facilitate continuous improvement and refinement of the model.
I kindly request your support in providing me with free GPU usage in Hugging Face Space for deploying this model. I am more than willing to provide additional details, share code and documentation, and actively engage with the Hugging Face community to ensure smooth integration and deployment.
Thank you for considering my request. I greatly appreciate your dedication to advancing the fields of natural language processing and machine learning.
Best regards,
Nguyen