Inferencing made better.
Run any model with total control

Universal Compatibility
Enterprise Security
Maximum Performance
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Trusted by teams building at scale

See how teams optimise performance and cut costs with Xinference

👤

"Switching to Xinference cut our time-to-deploy from days to minutes. The team finally has the breathing room to focus on model quality instead of managing complex infrastructure."

Marcus Zhao
Senior AI Infrastructure Lead
SIEMENS →
10x
faster model deployment
SIEMENS →
3.5x
increase in model throughput
TFC OpticalComms →
40%
reduction in AI infrastructure costs
YumChina →
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"Xinference aligned with our vision: to iterate faster, scale smarter, and operate more efficiently across all our AI workloads. It has become the backbone of our digital transformation."

David Liu
Head of Cloud Computing
YumChina →
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"We saw a 3x increase in model throughput immediately after migration. Xinference allowed us to maximize our existing GPU clusters while significantly reducing our operational overhead."

Jason Lin
VP of Engineering
TFC OpticalComms →
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"In the high-stakes world of securities, performance is everything. Xinference delivers the sub-second latency our real-time trading agents demand."

Chen Yan
Director of IT
Zheshang Securities →
75%
reduction in inference latency
Zheshang Securities →
99.9%
uptime for enterprise deployments
XW Bank →
3x
faster AI Agent response time
AIA Securities →
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"We chose Xinference not just for what we needed today, but for where we know we’re heading. It offers the most robust and secure environment for our mission-critical banking models."

James Zhang
Lead Data Scientist
XW Bank →
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"By optimizing the inference path for our specialized research models, Xinference has drastically shortened our research cycles and accelerated time-to-market."

Dr. Sarah Zheng
Chief Technology Officer
Berry Genomics →
$1.2M+
annual GPU cost savings
Berry Genomics →
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"Xinference powers our next-gen financial agents, delivering the low-latency reasoning capabilities required for complex decision-making in high-volatility markets."

Li Wei
Head of AI Strategy
AIA Securities →

Built for Your Industry

From banking to healthcare, Xinference powers mission-critical AI across every sector

Banking & Finance

Fraud Detection & Risk Analysis

Deploy low-latency inference models to detect fraudulent transactions in real-time while maintaining strict data residency requirements.

On-Premise Low Latency Compliance
Healthcare

Clinical Document Processing

Automate clinical note summarization, ICD coding, and patient record analysis with HIPAA-compliant private model deployments.

HIPAA NLP Private Cloud
Government

Document Classification & Policy Analysis

Process sensitive government documents with air-gapped, sovereign AI deployments that never leave your infrastructure.

Air-Gapped Sovereign AI Secure
Retail & E-Commerce

Personalized Recommendations

Scale AI-powered product recommendations and intelligent customer support chatbots across millions of users with consistent low latency.

High Throughput Multi-Model Auto-Scale
Manufacturing

Predictive Maintenance & QC

Run computer vision and anomaly detection models at the edge for real-time quality control and predictive maintenance on factory floors.

Edge Deployment Computer Vision Real-Time
Research & Education

Custom Model Training & Research

Fine-tune and serve domain-specific models for scientific research, literature review, and academic applications on shared GPU clusters.

Fine-Tuning GPU Cluster Open Models

Get started today

Step-by-step guides, video walkthroughs, and hands-on workshops to get you up and running

Video

Getting Started with Model Deployment

Deploy your first LLM in under 10 minutes. From installation to first inference call with full API compatibility.

⏱ 12 min ⭐ Beginner
Guide

Fine-Tuning Models for Production

Learn how to fine-tune open-source models with your domain-specific data and serve them at scale using Xinference.

⏱ 45 min ⭐⭐ Intermediate
Workshop

On-Premises Deployment Guide

Complete walkthrough for deploying Xinference in a fully air-gapped environment for regulated industries and enterprise setups.

⏱ 60 min ⭐⭐⭐ Advanced
Video

GPU Cluster Configuration

Set up multi-GPU inference with automatic load balancing and resource allocation for high-throughput production workloads.

⏱ 28 min ⭐⭐ Intermediate
Guide

OpenAI-Compatible API Integration

Integrate Xinference into existing applications using the drop-in OpenAI-compatible API — no code changes required.

⏱ 20 min ⭐ Beginner
Workshop

Multi-Model Orchestration

Build sophisticated AI pipelines that dynamically route requests across multiple specialized models for optimal performance and cost.

⏱ 50 min ⭐⭐⭐ Advanced
Resources