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AI Engineering

LLM Self-hosted Deployment Roadmap: From Zero to Production

Deploy Vision Language Models at **$187/month** with our breakthrough automation guide. Achieve **4000+ documents/hour processing** with very high precision using advanced quantization (W8A8, FP8 KV cache) on Consumer grade hardware like RTX 4000 Ada. Our one-command deployment system includes automated RunPod integration, real-time monitoring, and production-grade performance benchmarks—transforming complex VLM deployment into a 30-second, cost-effective operation. Real-world testing shows 1.92 requests/sec with 97-99% accuracy retention, making enterprise-grade document processing accessible to teams of any size.

AI Engineering
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10
 min read

Content Generation System.

A production-ready all-round solution that solves the challenge of creating high-quality SEO content at scale. Featuring a graph-based workflow engine, comprehensive evaluation framework, and support for multiple AI models. The solution achieved 37% higher SEO scores and 76% reduction in content production time through innovative approaches including LLM-as-Judge evaluation and versioned template management.

AI Engineering
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20
 min read

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