Categoria Checkpoints

🗂 Hash: 28f1bdf4894a54a3916e75fcae96d385 • Last Updated: 2026-07-16 Verify Processor: high single-core performance needed for token latency RAM: at least 32 GB in dual-channel mode for bandwidth Disk Space:70 GB free space for full FP16 weights storage Graphic Processor: hardware Tensor…

💾 File hash: 46512e6f34b59637e225dd4fd5341cc8 (Update date: 2026-07-17) Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: fast 5600MHz+ required to avoid memory bottlenecks Disk Space: 100 GB for multi-modal model vision components GPU: RTX 4080 / RTX 4090…

📊 File Hash: cf0a4a525f2f2b0210a60e4235d3f9eb — Last update: 2026-07-12 Verify Processor: 6-core 3.5 GHz minimum required RAM: required: 16 GB absolute minimum for small models Disk Space: 100 GB for multi-modal model vision components Graphics: TensorRT-LLM / vLLM inference engine compatible…

🧩 Hash sum → 7525b681cf375e33c3cecb55c4c04c34 — Update date: 2026-07-13 Verify Processor: Intel i7 / Ryzen 7 for heavy Quantized models RAM: 64 GB to avoid OOM crashes on large contexts Disk Space: required: fast PCIe 4.0 drive for instant boots…

🗂 Hash: 3c58b1c598cadccc0a4ac8c1c95fae82 • Last Updated: 2026-07-16 Verify Processor: high single-core performance needed for token latency RAM: 48 GB needed to prevent memory swapping to disk Disk Space:70 GB free space for full FP16 weights storage GPU: high memory bandwidth…

🧾 Hash-sum — af0637bc07ed75f2387480c6aa4e3df6 • 🗓 Updated on: 2026-07-13 Verify Processor: next-gen chip for heavy context processing RAM: 32 GB highly recommended for 26B+ GGUF models Disk: 150+ GB for high-context vector database storage Graphics: TensorRT-LLM / vLLM inference engine…

Using the Windows Package Manager is the quickest way to trigger the setup. Make sure you implement the steps mentioned below. The tool automatically synchronizes and downloads the model database. The setup file includes a feature that instantly optimizes all…

To get this model running locally in no time, utilize the built-in WSL tools. Follow the guidelines below to continue. No manual effort needed; the setup auto-ingests the large data. Your resources are automatically evaluated to lock in the premium…

Using a native PowerShell script is the absolute quickest way to install this model. Refer to the instructions below to proceed. The loader auto-caches the model archive (several GBs included). The engine benchmarks your hardware to apply the most effective…

To get this model running locally in no time, utilize the built-in WSL tools. Carefully read and apply the steps described below. The system automatically triggers a cloud download for all heavy weights. You don’t need to tweak anything; the…