Blog
How to Run Qwen 3.8 27B Locally: VRAM, Quants and the Template Trap
The open weights landed on August 13 under Apache 2.0. Measured GGUF sizes from 10.7 GB to 54.7 GB, the KV cache math the hybrid attention changes, the chat template bug that truncates multi turn chats, and vision setup.
How to Run Ling 3.0 Flash Locally: Real GGUF Sizes and Hardware Math
A 124B MoE with only 5.1B active parameters, MIT licensed. Measured GGUF sizes from 27 GB to 136 GB, which machines actually run it, llama.cpp MoE offload, and the hosted fallback.
Ling 3.0 Flash Explained: 124B of Knowledge, 5.1B of Compute
inclusionAI's hybrid linear attention MoE claims parity with trillion-class flagships at a fraction of the compute. The architecture, the benchmark claims, the MIT license, and the Kimi K3 comparison.
Qwen 3.8 Max Explained: Alibaba's 2.4T Flagship Goes Open Weight
Everything known about Qwen 3.8 Max: the 2.4 trillion parameter MoE, 1M token context, image and video input, benchmark claims, API pricing, and why the open weight 27B in the same drop is the real event.
How to Run Qwen 3.8 Max: Every Option That Actually Works
Practical guide: the DashScope API with working code, OpenAI and Anthropic compatible endpoints, pricing and rate limits, and the honest math on local hosting before and after the weights drop.
Can You Run Qwen 3.8 Locally? The Honest Hardware Math
2.4T parameters means ~1.2 TB of weights at 4 bit. The real numbers on running the Max at home, why the open weight Qwen 3.8 27B changes everything, and what belongs on your GPU today.
Qwen 3.8 vs Qwen 3.6: What Actually Changed, and Which to Use
2.4T vs 27B and 35B, 1M vs 256K context, launch claims vs proven strength, and which Qwen you can actually use today, hosted or locally.
DeepSeek V4 Flash 0731 Explained: Why Today's Release Is a Big Deal
The official V4 Flash build landed July 31 with a dramatic agent jump: 82.7 on Terminal Bench 2.1, DeepSWE from 7.3 to 54.4, native Responses API, and MIT weights on day one.
How to Run DeepSeek V4 Flash Locally: GGUF, Hardware, and Setup
From the 5 GB Qwen distill to the 155 GB full build: GGUF options, real memory targets, llama.cpp for the fresh 0731 weights, and the one click path in a local AI studio.
DeepSeek V4 Flash in the Cloud: LU Labs, Official API, and OpenRouter
Every cloud route that works today: LU Labs hosted plans at a flat price, the official API with code and cache hit pricing, and OpenRouter as the one line switch.
Can You Run DeepSeek V4 Flash Locally? The Real Hardware Math
155 GB at 4 bit, 13B active parameters, and what that means per machine class: Mac Studio, DDR5 workstations, gaming PCs, and the 5.3 GB distill fallback.
DeepSeek V4 Flash Abliterated: The Most Downloaded Uncensored Model of 2026
The huihui abliterated build passed 600K downloads. What abliteration changes, why this one took off, and how to run the uncensored V4 with one click.
How to Run DeepSeek V4 Pro: Every Working Option
The 1.6T sibling: official API prices, LU Labs at a flat rate, OpenRouter, and the straight answer on self hosting a model that needs 900 GB at 4 bit.
DeepSeek V4 Flash vs V4 Pro: Which One and When
284B vs 1.6T, the agent benchmarks where Flash 0731 beats Pro Preview, the 3x price gap, and which model fits which workload, local or hosted.
Run an LLM and Stable Diffusion Together on One GPU
The honest VRAM math for chat plus image generation on a single GPU: which model pairs fit 8, 12, 16 and 24 GB cards, and the setup that handles the model swapping for you.
Character LoRA Training, Locally: Free and Uncensored
Train a LoRA of your own character on your own GPU: 15–30 images, a free open-source trainer, the settings that actually matter, and no content filter or upload in the loop.
Local AI Music Generation: Free, on Your Own GPU
Generate music with ACE-Step on your own GPU: one installer, a prompt box and an inline player. What the lane does, the honest hardware picture, and how to prompt a music model.
AI Lipsync and Video Extend, Locally: On Your Own GPU
Make a portrait talk from a voice clip and continue a video past its last frame, both on your own GPU. Setup for both lanes, the honest VRAM picture, and where the limits are.
v2.5.9: Four Create Categories on Your Own GPU, and a Rebuilt Coding Agent
Talking Character, Music, Extend Video and Motion Control install and run locally. A rebuilt coding agent, two command injections closed, remote access for LM Studio and llama.cpp, and three video models that never worked removed.
Plug and Play Local AI: One Installer, Zero Setup
What plug and play actually means in local AI, the five-point test most tools fail, and how a local AI studio gets you from download to first chat in five minutes.
Local AI Image and Video Generator in One App
The popular local AI apps are text only. FLUX and Stable Diffusion images plus Wan and LTX video on your own GPU, one installer, no node graphs, nothing filtered.
Unzensierte KI lokal nutzen: Der Guide für 2026 (Deutsch)
Unzensierte KI auf dem eigenen PC: ein Installer, keine Kommandozeile, keine Cloud. Was du brauchst, was legal ist und warum lokal der DSGVO-freundlichste Weg ist.
How to Run Kimi K3: Every Option That Actually Works
Practical guide: Moonshot API with working code, OpenRouter in one line, the Kimi app, and the honest math on local hosting before and after the July 27 weights drop.
Kimi K3 Explained: Moonshot's 2.8T Open Weight Flagship
Everything known about Kimi K3: the 2.8 trillion parameter MoE, 1M token context, benchmark claims vs Opus and GPT, API pricing, and why the July 27 open weights date is the real event.
Can You Run Kimi K3 Locally? The Honest Hardware Math
2.8T parameters means ~1.4 TB of weights at 4 bit. The real numbers on running K3 at home, what the weights release changes, and the local models actually worth your VRAM.
Kimi K3 vs Kimi K2.6: What Actually Changed
2.8T vs 1T, 1M vs 256K context, launch claims vs proven strength, and the price gap. Which Kimi you can actually use today, hosted or locally.
How to Run AI Locally in 2026: The 5-Minute Beginner Guide
The easiest way to run AI on your own PC: one installer, no command line, no Docker. Honest hardware requirements, the best starter models, and what the harder paths get you.
7 Best LM Studio Alternatives in 2026
Seven free local AI apps compared honestly: Locally Uncensored, Jan, Ollama, Open WebUI, GPT4All, Msty, and KoboldCpp. Which are open source, which do more than chat, and what LM Studio still does best.
The Easiest Local AI Image Generator in 2026 (No Node Graphs)
FLUX and SDXL quality on your own GPU without learning ComfyUI: one installer, one-click models, type a prompt and press Generate. Free, private, unlimited.
Local AI on Your Phone: Private, Free, and No APK Needed
Your PC runs the model, your phone is the remote. Private local AI chat, coding agent, and tools from anywhere: QR pairing, passcode, any mobile browser.
Uncensored AI Chat: Free, Local, and Actually Private
A free, private, uncensored AI chat you can actually use. Abliterated models, the best picks by VRAM, and a local setup with no logging, no account, and no rate limits.
Uncensored AI Video, Locally: Free Text-to-Video and Image-to-Video
Free uncensored AI video on your own GPU. Text-to-video and image-to-video with Wan, HunyuanVideo, LTX and FramePack, plus a one-click ComfyUI setup and honest VRAM guidance.
Free Uncensored GPT Alternatives (That You Actually Control)
Looking for a free uncensored GPT? The real answer is running open-weight models locally: GPT-OSS, Qwen 3.6, DeepSeek, Llama. Free forever, private, no refusals.
v2.4.0 — Settings Polish, Linux Drag Fix, and Configurable HuggingFace Path
Single-instance lock, working Reset Tutorial button, Re-run onboarding, in-app Privacy section, configurable HuggingFace download folder, and a Linux window drag fix.
Abliterated Models Guide — Qwen 3.6, Gemma 4 Heretic, Llama 3.1 Uncensored
What abliteration is, which uncensored models are available (Qwen 3.6, Gemma 4 Heretic, Llama 3.1, Hermes 3), where to download GGUF files, and how to run them with one click.
How to Run Qwen 3.6 Locally — 27B Dense, 35B MoE, and Coding Variants
Step-by-step setup for Qwen 3.6 on your own hardware. The 27B dense model, 35B MoE, NVFP4 and BF16 variants, hardware requirements, and GGUF download links.
v2.3.1 — In-App Ollama Install and ComfyUI Port Config
In-app Ollama download and install, configurable ComfyUI port and path, step-by-step install progress, and provider status fixes.
Google Gemma 4 — Run It Locally, Uncensored Variants, Full Guide
Complete guide to Gemma 4. From the tiny E4B (4 GB VRAM) to the frontier 27B dense model. Native tool calling, vision, 256K context. Heretic and abliterated uncensored variants.
Image-to-Image with Local AI — Transform Photos with FLUX, Z-Image, and SDXL
Upload a photo, adjust denoise, transform with any prompt. Works with every image model. No cloud, no content filters, no limits.
v2.3.0 — ComfyUI Plug & Play, Image-to-Video, and Model Bundles
ComfyUI auto-detection, one-click model bundles, Image-to-Image, Image-to-Video on 6 GB VRAM, Z-Image uncensored generation, GLM 5.1 and Gemma 4 support.
Your Local AI Agent Shouldn't Care Which Model You Run
Our Coding Agent now works with any model — native tool calling for supported models, Hermes XML fallback for everything else. How we made a universal coding agent.
Locally Uncensored v2.2.2 — Coding Agent, MCP Tools, Vision & Thinking Mode
The biggest update yet — a built-in coding agent, 13 MCP tools with smart filtering, file upload with vision, provider-agnostic thinking mode, granular permissions, and a complete UI overhaul.
Locally Uncensored v1.5 Release: Dynamic Workflows, CivitAI Marketplace & Desktop App
Dynamic workflow builder, CivitAI model marketplace, Tauri v2 desktop app, privacy hardening, 6 model bundles, and local Whisper STT.
How to Run Flux Locally — Step-by-Step Guide for AI Image Generation
Learn how to run FLUX.1 locally on your own GPU for free AI image generation. Complete setup guide with ComfyUI.
Best Uncensored AI Models in 2026 — Complete Guide
The definitive guide to uncensored and abliterated AI models. Chat, image, and video models ranked by quality and VRAM.
How to Generate AI Videos Locally with Wan 2.1 and HunyuanVideo
Generate AI videos on your own hardware. Full local setup guide — no cloud API, no subscriptions.
ComfyUI Beginners Guide — Your First AI Image in 5 Minutes
Get started with ComfyUI for AI image generation. Setup, your first image, and workflow basics.
Why Run AI Locally? Privacy, Freedom, and No Subscriptions
Running AI locally means full privacy, no content filters, and zero recurring costs. The case for local AI.
Best Local AI Apps in 2026 — Run AI on Your Own Hardware
Complete comparison of GPT4All, Open WebUI, LM Studio, Jan, Kobold.cpp, SillyTavern, Msty, and Locally Uncensored.
Locally Uncensored vs GPT4All
All-in-one AI creative suite vs the most popular local chatbot with document RAG.
Locally Uncensored vs Kobold.cpp
Full ComfyUI image/video generation vs the best creative writing AI tool.
Locally Uncensored vs Jan.ai
Lightweight Tauri app with image gen vs polished Electron chat client with cloud API support.
Locally Uncensored vs Msty
Fully open source AGPL-3.0 app with creative AI vs proprietary multi-provider chat hub.
How to Run Uncensored AI Locally: Chat, Images & Video in One App
A complete guide to running AI locally without restrictions. Setup, models, and why local beats cloud.
Locally Uncensored vs Open WebUI
Both are open-source Ollama frontends. Only one combines chat, image gen, and video generation.
Locally Uncensored vs LM Studio
Open source all-in-one vs polished closed-source chat client. Which local AI app should you pick?
Locally Uncensored vs SillyTavern
Both run uncensored AI locally. One is built for roleplay, the other for everything else.