DeepInfra

deepinfra.com
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Дешёвый инференс открытых моделей через API с оплатой строго за использование.

Description

Инференс open-source и коммерческих моделей по API; часть языковых моделей тарифицируется по токенам, большинство остальных — по времени выполнения инференса; собственные дата-центры и железо; аренда GPU по часам и выделенные кластеры; веб-чат (раздел Chat) для проб моделей; заявлены политика нулевого хранения данных (zero retention) и сертификации SOC 2 и ISO 27001.

Deep Infra is a machine learning platform that enables users to run top AI models using a simple API on a pay-per-use basis. It offers low-cost, scalable, and production-ready infrastructure, allowing developers and businesses to deploy models faster and cheaper than developing the infrastructure themselves. With features like low latency, cost-effectiveness, serverless deployment, and auto-scaling, Deep Infra simplifies ML operations. It provides access to a wide range of models for text generation, text-to-speech, text-to-image, and automatic speech recognition, making it an ideal solution for various AI application needs.

Installation

Not sure where to start — ask an assistant to walk you through:

Features

⚡️ Fast ML Inference
Provides a simple API for quick integration and deployment of ML models, reducing development time and complexity. Use case: Quickly integrate a language model for chatbot functionality.
💡 Simple API
Offers a straightforward and easy-to-use API, simplifying the process of accessing and utilizing advanced ML models for various applications. Use case: Use a simple API for image generation tasks.
⚙️ Scalable Infrastructure
Ensures production-ready infrastructure that can handle varying workloads with auto-scaling, providing reliability and performance for ML applications. Use case: Scale up resources during periods of high demand.

Use cases

Generating text summaries for articles.
Converting text into realistic speech.
Creating images from text descriptions.
Transcribing audio into written text.
Deploying custom LLMs for specific needs.

FAQ

Deep Infra is a platform that enables users to run AI models via a simple API, offering scalable and cost-effective infrastructure.

Deep Infra offers pay-per-use pricing, with costs based on token usage, execution time, or other model-specific metrics.

Deep Infra provides a variety of models for text generation, text-to-speech, text-to-image, and automatic speech recognition.

Yes, Deep Infra allows users to deploy custom LLMs on dedicated GPUs, billed by the hour.

Deep Infra uses H100 and A100 GPUs optimized for inference performance and low latency.

The platform automatically scales hardware based on user needs, maintaining low latency.

Usage tiers are based on spending, with higher tiers offering increased invoicing thresholds.

Sign up for an account, choose a model, and call the model using a simple REST API.

The information indicates a pay-per-use model, suggesting there isn't a traditional free tier, but cost is only incurred with usage

Deep Infra is designed to be faster and cheaper than building the infrastructure yourself, providing a serverless solution.

Specs

Type Platform
SectionInfrastructure & MLOps
Pricing paid
Platform Web only
Systems web, api, cloud
Hostingcloud
Installsaas
Who forРазработчики и компании, которым нужен недорогой продакшн-инференс открытых моделей, команды, масштабирующие обработку триллионов токенов, пользователи, которым нужны GPU-кластеры под собственные модели
Site languageen
VendorDeepInfra

Can do

text-generation text-to-image text-to-speech text-to-video embeddings speech-recognition zero-data-retention serverless-inference model-inference-api gpu-rental dedicated-clusters reranking

Integrations

claude gemini Mistral DeepSeek Llama Qwen Flux kimi nemotron nvidia-dgx-b300

Platforms

api web cloud

Tags

embeddings inference llm api gpu open-models cheap-inference

Hashtags

inference #llmapi #openmodels #gpu #embeddings

Found in sources

curated showmebest

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