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These credits can be used towards all compute resources, including in-demand GPU types. |\n\n## For Academia\n\n| Name | Website | Details |\n|------|---------|---------|\n| Google Cloud Research Credits | [edu.google.com/programs/credits](https://edu.google.com/programs/credits/) | Free cloud credits for academic research projects |\n| AWS Cloud Credits for Research | [aws.amazon.com/research-credits](https://aws.amazon.com/government-education/research-and-technical-computing/cloud-credit-for-research/) | Cloud credits for academic researchers |\n| Microsoft Azure for Research | [microsoft.com/en-us/azure-academic-research/](https://www.microsoft.com/en-us/azure-academic-research/) | Cloud computing grants for academic research |\n| Modal for Startups \u0026 Academics | [modal.com](https://modal.com/) | Startups \u0026 academic labs can get up to $50k free compute credits on Modal. These credits can be used towards all compute resources, including in-demand GPU types. |\n| Lighting AI for students \u0026 Academics | [lightningai.com](https://lightning.ai/) | Gives 15 monthly credits for free (around 35 hours of GPU per month , detailed pricing for gpu hour wise credits at https://lightning.ai/pricing/) , instant verification with education mail |\n\n## For Open Source/ Non-Profit\n\n| Name | Website | Details |\n|------|---------|---------|\n| The AWS Nonprofit Credit Program| [aws.amazon.com/government-education/nonprofits/nonprofit-credit-program/](https://aws.amazon.com/government-education/nonprofits/nonprofit-credit-program/) | The AWS Nonprofit Credit Program provides access to up to $5,000 USD in AWS Promotional Credit, helping to offset costs for nonprofits associated with implementing cloud-based solutions. |\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpathonaiorg%2Fcomputing_resources","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpathonaiorg%2Fcomputing_resources","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpathonaiorg%2Fcomputing_resources/lists"}