Every published setup that reports this model, with its machines, quantization, runtime and reported results. Use the directory filters below to narrow by quantization, capacity or runtime.
Capacity is the reported total for this setup. Multi-GPU and unified-memory layouts can behave differently.
Daily OCR of math- and table-heavy PDFs into LaTeX-correct Markdown and Word, using Qwen vision models on llama.cpp instead of a smaller model that misreads numbers.
A product team developed their agentic tooling against local inference on a Strix Halo and midrange GPUs, then retargeted the same harness to cloud inference once it worked.
A site reliability engineer builds custom apps and a theming engine inside Dynatrace with local Qwen, using a per-repo manifest so the model only reads the code it actually needs.
A self-built server with 1TB of ECC RAM and a mix of used 3090s and P100s produced internal tools whose economic impact is reported at ten times the hardware cost.
A writer runs Qwen 3.8 27B locally on two RTX 5060 Ti cards with a model card fine-tuned only to edit books and detect plot holes, not to write.
A researcher in applied mathematics is assembling a fully local pipeline to process roughly 20,000 PDFs, comparing PDF extractors, chunking strategies and small summarisation models.
A developer uses Qwen 27B as a carefully supervised coding partner inside Cline, with explicit planning and changelog-based context management.
A local Qwen model maintains a website, answers email and runs recurring jobs on a dedicated Radeon workstation.
A garage server with two Radeon Pro AI R9700 cards supports coding, homelab maintenance and an evolving Cline/Open WebUI workflow.
A local Hermes setup handles document review, cron jobs and controlled computer actions with a NAS mirror as a safety net.
A privacy-focused workflow combines local models on an M2 Ultra and M3 Max with GCP and OpenRouter for RAG and security work.
A developer uses Qwen 27B for structured feature design and background implementation on the same Mac used for a SaaS project.
