☁️☁️Deep-learning-in-cloud☁️☁️

June 22, 2026 · View on GitHub

Ever had a laptop 💻 which is not powerful enough to run your models , forget about it and use Cloud GPUs ☁️ to train your model faster and cheaper cuz its raining 💦 Cloud GPUs

  • Also get to know where you can deploy your model to serve millions of people

  • :new: List of MLOps Platforms for complete Machine Learning LifeCycle :recycle:

  • Check out the free credits and Perks/offer section to get some free gpu hours

Cloud vendorWebsitePricingFree Trial / Free Credits
Google Colaboratory :heart:https://colab.research.google.comFREEFREE FOREVER*
Kaggle Kernelshttps://www.kaggle.comFREEFREE FOREVER*
Ace Cloudacecloudhosting.compay as you go[$300 credits] (https://www.acecloudhosting.com/public-cloud/gpu/)
Activeloophttps://www.activeloop.ai--
Alibaba cloudhttps://www.alibabacloud.com/Pay as you go$300 credits
AWS Sagemakerhttps://aws.amazon.com/sagemaker/pricing :label: Free plans
Azurehttps://azure.microsoft.com/en-in/products/machine-learning/pricing :label: $200 credits
Cirrascalehttps://www.cirrascale.compricing :label:-
Cloudalizehttps://www.cloudalize.compricing :label: -
DataCrunchhttps://verda.com/V100 at $0.69/h-
Dataikuhttps://www.dataiku.com-Free Plans
Dataoortshttps://dataoorts.com/pricing :label: Starting at $0.55/hr for 1x A100, $0.69/hr for 1x H100 and $0.88 for 1x GH200-
Deepnotehttps://deepnote.com/Currently in Beta-
Deploybasehttps://deploybase.ai/pricing-
Exoscalehttps://www.exoscale.com/gpu/pricing :label: -
Genesis Cloudhttps://www.genesiscloud.com/1080Ti at $0.30/hour166 free GPU hours
Golemhttps://golem.network--
Google Cloud Platformhttps://cloud.google.com/gpu/pricing :label: $300 credits
GPUeaterhttps://gpueater.compricing :label: -
GPULabhttps://gpulab.iopricing :label: -
Hostkeyhttps://hostkey.com/gpu-dedicated-servers/GPU from 90 euros/monthFree trials available
IBM Cloudhttps://www.ibm.com/products/gpu-ai-acceleratorPay as you go$200 credits
Jarvis Labshttps://jarvislabs.ai/RTX 5000 at $0.49/hr- )
Lambdahttps://lambda.ai/cloudStarting at $0.60/hr for a 1x A10 and $1.10/hr for a 1x A100-
Leadergpuhttps://www.leadergpu.compricing :label: -
Nimbleboxhttps://nimblebox.aipricing :label: Free $10 worth of cloud credits
Nvidia cloudNvidia Cloud GPU--
One Stop Systemhttps://onestopsystems.com/--
Paperspacehttps://www.paperspace.compricing :label: Referal Program Available
puzl.eehttps://puzl.cloud/gpu-cloudRent a fraction of A100 for 0.40EUR/hFree cloud Kubernetes API, up to 10 GPUs per pod
Radeon Cloudhttps://radeon.anruicloud.com/?utm_source=github&utm_medium=deep-learning-in-cloud&utm_campaign=awesome-dlcloudPay as you goFree tier — ROCm GPU notebooks on AMD Radeon (Colab-style)
Rapid Switchhttps://www.rapidswitch.compricing :label: -
RunPodhttps://www.runpod.io/pricing :label: Starting at $1.99/hr for 1x H100, $0.34/hr for 1x 4090, $3.99/hr for 1x H200Research & startup credits programs available
TensorDockhttps://www.tensordock.com/pricing :label: Discounts to FOOS, students and researchers
Vast.aihttps://vast.aipricing :label: -

Deploy your model as a Web app

Have an idea and want to serve to world 🌎 , create a Webapp and deploy it as a flask , Django etc

VendorWebsitePricingFree Trial / Free Credits
Digital Oceanhttps://www.digitalocean.comPay as you goFree $100 credits with github student pack
Glitchhttps://glitch.com--
Herokuhttps://www.heroku.compricing :label: Free plan (model<500MB)
PythonAnywherehttps://www.pythonanywhere.com/pricing :label: Free Beginner Account Available
Renderhttps://render.compricing :label: -
Streamlit For Teamshttps://streamlit.io/pricing :label: Currently in Beta ( Streamlit Cloud Tool )
Vercelhttps://vercel.com/pricing :label: Free plan available

MLOps Platforms

A Beautiful marriage :ring: between Machine Learning and DevOps ( A Match Made in Heaven )

Working on Serious Enterprise Level projects that has potential to serve millions of people and make :moneybag: , leave it to the power :zap: of DevOps to manage your Machine Learning LifeCycle

Project / PlatformWebsitePricingFree Trial / Free Credits
Akira.aihttps://www.akira.ai/mlops-platform/pricing :label: -
Algohttps://www.algomox.com/what-is-aiops-Free Edition Available
Algorithmiahttps://www.datarobot.com/product/ai-platform/pricing :label: -
Amazon Sagemakerhttps://aws.amazon.com/sagemaker/pricing :label: Available for free as part of AWS Free Tier
Arize AIhttps://arize.com/pricing :label: Free tier available
Arriktohttps://www.arrikto.com/--
ClearMLhttps://clear.mlpricing :label: Free plan available
Cnvrghttps://www.intel.com/content/www/us/en/developer/tools/cnvrg/overview.htmlpricing :label: -
DataRobothttps://www.datarobot.com/product/ai-platform/-$500 of free usage credits across products
Fiddler AIhttps://www.fiddler.ai/pricing :label: SageMaker ML Monitoring With Fiddler AI :label:
Flytehttps://flyte.org/-Open Source :octocat: Link
Google Cloud AI Platformhttps://cloud.google.com/vertex-aipricing :label: -
Gradient from Paperspacehttps://www.paperspace.com/artificial-intelligencepricing :label: -
Lightning AI (formerly Grid.ai)https://lightning.ai/pricing :label: $25 free credits + special promo for researchers!
Hopsworkshttps://www.hopsworks.ai/pricing :label: Free plan available
HPE - EzmeralSolution from HP-
HPE - GreenLakeSolution from HP-
Iguaziohttps://www.iguazio.com/mlops/-14 Day Free Trial
KubeFlow ( for k8s )https://www.kubeflow.org/-Open Source :octocat: Link
MLFlowhttps://mlflow.org/-Open Source :octocat:
Neu.rohttps://www.apolo.us/--
Seldon Corehttps://www.seldon.io/solutions/core-plus/--
Valohaihttps://valohai.compricing :label: -

Perks and offers

If you are a student or researcher you can get extra credts , contact the provider

  • Paperspace provides $10 of free Gradient° credit fast.ai link

  • Radeon Cloud gives free AMD ROCm GPU notebook hours on AMD Radeon hardware (Colab-style, with ready-to-run templates for fine-tuning and inference) link

  • Do you have a GPU lying around rent your machine to Earn money using Vast.ai*

  • Test Drive Nvidia GPU link

  • AWS Cloud Credits for Research -link

  • Nvidia Academic Hardware Grant Program- link

  • If you are a Startup then google has you covered wth Startup Program giving you credits from $1000 to $100000 - link

  • Google giving cluster of 1000 TPUs to researcher In total, this cluster delivers a total of more than 180 petaflops of raw compute power! techcrunch link - application link

  • Google cloud Education Grant - link

  • Github Education pack - along with many offers has upto $110 credits for AWS - link

  • Watch out on fast.ai Forums to get coupon code for free credits

  • Want to use a Super Computer but don't have one, go for Golem - Golem is a decentralized marketplace for computing power. It enables CPUs and GPUs to connect in a peer-to-peer network, enabling both application owners and individual users to rent resources from other users machines, so turbo charge your next model training.

  • Hostkey provides grants for research, startups and competition winners link

* Notes

  • Google colab and Kaggle kernels have limited session time

  • Most of the gpu providers run on top of AWS , GCP etc so may have more or less same pricing as the latter

  • Information given above is best to my searching ability , you may recheck with the provider for pricing and other info

  • license

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