These are the best Google Colab Alternatives! (Free Tiers with GPUs)
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- čas přidán 31. 05. 2024
- 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. - Věda a technologie
Need tutorial on free vps or free tier rdp 24/7.
Yes, VPS with GUI
U r video is something else. Keep it up
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
From the video I feel LightningAI should be on SS tier...but I never used it though.
Great video! Gained a lot of knowledge.
good job, nice job
Hiii what software do you use for editing?
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.
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
A much awaited video
Damn, you're good
Nice. ❤
Lightning AI is best⚡⚡
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
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.
Run it Just as you run in local
U r amezing 🙂
I am using Google colab for voice cloning but it gets disconnected. Any alternative for voice cloning using GPU for free
LightningAI
Any video on lighningAI voice cloning
@aicodeking how to make knowledge base based on my PDF?
You can do it through RAG or Fine tuning
Can i use any UI based front-end in Lightning Ai ? @AICodeKing
Yes, you can.