Lepton AI

Description

Key Features

• AI Inference: Deploy AI models with flexible engine options, auto-scaling capabilities, and enterprise-grade reliability.
• DevPod: Launch fully customizable development environments with easy remote access and project growth tools.
• AI Training: Run large-scale training jobs collaboratively, share resources, and leverage GPUs together via a queueing system.
• Compute Management: Manage dedicated computation resources or bring your own cloud account.
• Lepton LLM Engine: High-speed LLM serving with dynamic batching, quantization, and speculative decoding for various open-source architectures.
• Photon: Open-source Python library for building and deploying machine learning model services (BYOM solution).
• SDFarm: Scalable image generation solution, supporting SD Web UI for development and productization with thousands of models.
• High Availability: Ensures 99.9% uptime with comprehensive health checks and automatic repairs.
• Efficient Compute: Delivers up to 5x performance boost with smart scheduling, accelerated compute, and optimized infrastructure.
• Enterprise Ready: SOC2 and HIPAA compliant, offering RBAC, quota management, and audit logs.
• DistriFusion Engine: Achieves 6x+ faster high-resolution image generation through a distributed engine.
• Accelerated Serverless Storage: Provides 1PB of storage for fast distributed training.

Use Cases

• Deploying and scaling AI models for inference.
• Developing AI applications in isolated, customizable cloud environments.
• Training large-scale machine learning models efficiently.
• Serving large language models (LLMs) with low latency and high throughput.
• Generating high-resolution images at scale using multiple models and LoRAs.
• Building and managing enterprise-grade AI infrastructure and applications.

Frequently Asked Questions