These are the best Google Colab Alternatives! (Free Tiers with GPUs)

Рет қаралды 10,069

Күн бұрын

In this video, I'll be ranking the best New & Free Google Colab Alternatives (with Free Tiers & Free GPUs). These Alternatives include Kaggle, AWS Sagemaker Studio Lab, Lightning AI, Paperspace Gradient, Google Colab, Saturn Cloud, Github Codespaces, Azure ML Notebooks, Google Vertex ML Notebooks, Hugging Face Spaces.
These alternatives are fully free and can also self-host LLMs and Text-to-image models such as Stable Diffusion, Mixtral 8x22b, Mixtral 8x7b, GPT-4, Grok-1.5 & Gemini Code Assist. It can also be used with a Github's Copilot alternative.
[Key Takeaways]
😊 An in-depth review and ranking of Colab alternatives, focusing on their free tiers.
😎 Kaggle, AWS Sagemaker Studio Lab, and Lightning AI shine with generous GPU hours and impressive specs, earning an S-tier ranking.
😀 Paperspace Gradient secures A-tier with persistent storage and decent GPU hours, despite disconnection issues.
😏 Google Colab, Saturn Cloud, and Github Codespaces offer mixed experiences, landing in B-tier due to limitations and interface concerns.
😕 Azure ML Notebooks, Google Vertex ML Notebooks, and Hugging Face Spaces fall short in ease of use and consistent free access, earning a C-tier ranking.
😠 Deepnote disappoints with minimal CPU and RAM, placing it in the D-tier.
😍 AICodeKing's favorite, Lightning AI, stands out with reliable performance, VS Code interface, and easy GPU access, making it a top choice.

Пікірлер: 39

@user-jw7qu9bu7s Ай бұрын

🎯 Key points for quick navigation: 00:56 *💻 Google Colab has vague GPU usage limits and may result in runtime errors or disconnects* 02:16 *📦 Paperspace Gradient offers persistent storage but lacks the ability to create private notebooks* 03:26 *🌟 Kaggle provides 30 hours of GPU usage per week with quality hardware and easy use* 04:18 *🚀 AWS SageMaker Studio Lab offers high-quality GPU hours, persistent storage, and ease of use* 06:17 *💡 Lightning AI provides 22 free GPU hours per month, quality hardware, and a user-friendly VS Code interface* 09:12 *💡 Tier list breakdown: Kaggle, AWS SageMaker Studio Lab, and Lightning AI are in S tier; Google Colab, Saturn Cloud, and GitHub Code Spaces in B tier; Azure ML Notebooks, Google Vertex ML Notebooks, and Hugging Face Spaces in C tier; and Deep Note in D tier.* Made with HARPA AI

@juand4bot Ай бұрын

thanks for that compartion !!

@heromasum 2 ай бұрын

U r video is something else. Keep it up

@gnkbhuvan 2 ай бұрын

A much awaited video

@pietraderdetective8953 2 ай бұрын

From the video I feel LightningAI should be on SS tier...but I never used it though. Great video! Gained a lot of knowledge.

@Axorax 2 ай бұрын

Hiii what software do you use for editing?

@curiosity_tech 2 ай бұрын

Bro, I just completed my video comparing lightning ai and colab. I felt lightning was an upgrade for colab. Will try other alternatives as well

@heromasum 2 ай бұрын

Need tutorial on free vps or free tier rdp 24/7.

@ldoz13 2 ай бұрын

Yes, VPS with GUI

@aryanhooshi Ай бұрын

Thats almost impossible

@user-wr4yl7tx3w 2 ай бұрын

thanks for the video. many i never heard of. i personally had no luck with amazon ai sagemaker studio. don't remember the exact name. tried it once and didn't get gpu.

@MrEnriqueag 2 ай бұрын

Knowing the exact stats of each GPU would be great. I don't think any of them allow you to run/train a 70b model without heavily quantizing the model. It would be great to know if any offering allows you to do it

@yutakared338 12 күн бұрын

Hi thanks do these esp Kaggle work on MacBook?

@1DAREDEVIL 2 ай бұрын

Nice. ❤

@Cokodayo 2 ай бұрын

Damn, you're good

@RICALRONICS 10 күн бұрын

pls how to run Avatarify on Kaggle or lightning Ai thanks for your anticipated response. have a great day

@AICodeKing 10 күн бұрын

I'll try to cover that.

@ayasugihada 28 күн бұрын

Thanks! Which one is the best with their highest paid tier? Or are these comparable when you pay for them?

@AICodeKing 28 күн бұрын

LightningAI is the best in my opinion

@ayasugihada 28 күн бұрын

@@AICodeKing thx a ton!

@pastorestha 2 ай бұрын

Do you know how to run github code from lightning AI? I was trying to figure out how to run a stability matrix github code file but was totally lost

@pastorestha 2 ай бұрын

I don't have invidia so i have to run stable diffusion code apps on cpu. Only problem is have no idea how to run those codes in lightning.

@AICodeKing 2 ай бұрын

Run it Just as you run in local

@ctpact 2 ай бұрын

@aicodeking how to make knowledge base based on my PDF?

@AICodeKing 2 ай бұрын

You can do it through RAG or Fine tuning

@Coconut34578 2 ай бұрын

U r amezing 🙂

@sweetdream73 Ай бұрын

I am using Google colab for voice cloning but it gets disconnected. Any alternative for voice cloning using GPU for free

@AICodeKing Ай бұрын

LightningAI

@sweetdream73 Ай бұрын

Any video on lighningAI voice cloning

@vulamnguyen9453 13 күн бұрын

@@sweetdream73 Lightning AI or other alternatives such as Colab, they are all machines like your computer. You don't need a tutorial how to run your project on Lightning AI or Colab or Kaggle. If you use jupyter notebook, just open it on Lightning AI, If you run your project in terminal, then open the terminal on Lightning AI.