Question 1

What is Lepton?

Accepted Answer

Meet **Lepton AI**, the new AI cloud platform that’s changing the game for AI development and deployment. Whether you’re training models, running inference, or managing compute resources, Lepton AI offers **fast, reliable, and scalable solutions** tailored for both developers and enterprises.

Question 2

What are the features of Lepton?

Accepted Answer

* **Cutting-edge AI Inference and Training**: Deploy models with **auto-scaling** and **high availability** across multiple regions.
* **DevPod**: Launch customizable development environments with easy remote access.
* **DistriFusion**: Achieve **6x faster high-resolution image generation** with multi-GPU support.
* **Lepton LLM Engine**: Experience **1K+ tokens/s** speed with dynamic batching and quantization.
* **Enterprise Ready**: SOC2 and HIPAA compliant, with RBAC, quota, and audit log support.

Question 3

What are the use cases of Lepton?

Accepted Answer

* **AI Model Deployment**: Deploy and scale AI models effortlessly.
* **Distributed Training**: Run large-scale jobs with shared resources and collaboration.
* **Image Generation**: Generate high-resolution images at scale with **10K+ models and Loras** support.
* **Serverless Storage**: Accelerate distributed training with **1PB of serverless storage**.

Question 4

How to use Lepton?

Accepted Answer

* Install Lepton AI: `pip install -U leptonai`
* Serve a Hugging Face model: `lep photon run -n llama3 -m hf:meta-llama/Meta-Llama-3-8B-Instruct`
* Serve a vLLM model: `lep photon run -n mixtral -m vllm:mistralai/Mixtral-8x7B-v0.1`

Question 5

What makes Lepton AI different from other AI platforms?

Accepted Answer

Lepton AI combines **high-performance computing** with **cloud-native efficiency**, offering unmatched speed, reliability, and scalability.

Question 6

Can I use my own compute resources with Lepton AI?

Accepted Answer

Yes, Lepton AI supports **Bring Your Own Account (BYOC)**, allowing you to manage your dedicated resources.

Question 7

Is Lepton AI suitable for enterprise use?

Accepted Answer

Absolutely! Lepton AI is **SOC2 and HIPAA compliant**, with features like RBAC, quota management, and audit logs.