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What is Nebius Token Factory?

Nebius Token Factory serves as an innovative AI inference platform that simplifies the creation of both open-source and proprietary AI models, eliminating the necessity for manual management of infrastructure. It offers enterprise-grade inference endpoints designed to maintain reliable performance, automatically scale throughput, and deliver rapid response times, even under heavy request loads. With an impressive uptime of 99.9%, the platform effectively manages both unlimited and tailored traffic patterns based on specific workload demands, enabling a smooth transition from development to global deployment. Nebius Token Factory supports a wide range of open-source models such as Llama, Qwen, DeepSeek, GPT-OSS, and Flux, empowering teams to host and enhance models through a user-friendly API or dashboard. Users enjoy the ability to upload LoRA adapters or fully fine-tuned models directly while still maintaining the high performance standards expected from enterprise solutions for their customized models. This robust support system ensures that organizations can confidently harness AI capabilities to adapt to their changing requirements, ultimately enhancing their operational efficiency and innovation potential. The platform's flexibility allows for continuous improvement and optimization of AI applications, setting the stage for future advancements in technology.

What is KServe?

KServe stands out as a powerful model inference platform designed for Kubernetes, prioritizing extensive scalability and compliance with industry standards, which makes it particularly suited for reliable AI applications. This platform is specifically crafted for environments that demand high levels of scalability and offers a uniform and effective inference protocol that works seamlessly with multiple machine learning frameworks. It accommodates modern serverless inference tasks, featuring autoscaling capabilities that can even reduce to zero usage when GPU resources are inactive. Through its cutting-edge ModelMesh architecture, KServe guarantees remarkable scalability, efficient density packing, and intelligent routing functionalities. The platform also provides easy and modular deployment options for machine learning in production settings, covering areas such as prediction, pre/post-processing, monitoring, and explainability. In addition, it supports sophisticated deployment techniques such as canary rollouts, experimentation, ensembles, and transformers. ModelMesh is integral to the system, as it dynamically regulates the loading and unloading of AI models from memory, thus maintaining a balance between user interaction and resource utilization. This adaptability empowers organizations to refine their ML serving strategies to effectively respond to evolving requirements, ensuring that they can meet both current and future challenges in AI deployment.

Media

Media

Integrations Supported

BGE
DeepSeek V3.1
DeepSeek-V3
Docker
FLUX.1
GLM-4.5
Hermes 4
IBM Cloud
JSON
Kimi
Kubernetes
Llama
Llama 3.1
Llama 3.3
Mistral NeMo
NAVER
NVIDIA DRIVE
Nebius
QwQ-32B
Qwen2.5

Integrations Supported

BGE
DeepSeek V3.1
DeepSeek-V3
Docker
FLUX.1
GLM-4.5
Hermes 4
IBM Cloud
JSON
Kimi
Kubernetes
Llama
Llama 3.1
Llama 3.3
Mistral NeMo
NAVER
NVIDIA DRIVE
Nebius
QwQ-32B
Qwen2.5

API Availability

Has API

API Availability

Has API

Pricing Information

$0.02
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Nebius

Date Founded

2022

Company Location

Netherlands

Company Website

nebius.com/services/token-factory/enterprise-grade-inference

Company Facts

Organization Name

KServe

Company Website

kserve.github.io/website/latest/

Categories and Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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