How to Fine-Tune Kandinsky 5 on Your Own Image Style
You can train Kandinsky 5 to match a brand look using a small image set. Here is the LoRA workflow, the data you need, and…
AI Tutorials
How to Use Kandinsky 5 to Generate Video and Images Locally
Kandinsky 5 is an open video and image generator from Sberbank. Here is how to run it, what it needs, and where it trails closed…
How to Self-Host DeepSeek R2 and Cut Your Inference Bill
Running DeepSeek R2 on your own GPUs can beat API pricing at scale — if your traffic is steady. Here is the hardware math and…
How to Use DeepSeek R2 for Hard Reasoning Tasks on a Budget
DeepSeek R2 is a reasoning model that undercuts flagship prices by a wide margin. Here is how to use it well and where it stumbles.
How to Build a Voice Agent with Qwen3-Omni Without a TTS Stack
Skip the separate speech-to-text and text-to-speech services. Qwen3-Omni can run the whole voice loop, and here is the exact wiring.
How to Use Qwen3-Omni for Real-Time Voice and Video Tasks
Qwen3-Omni handles text, images, audio and video in one model. Here is how to set it up, what it costs, and where it still struggles.
How to Make a Tavus CVI Avatar Feel Less Uncanny
Most AI video avatars fail on the small stuff: timing, eye contact, filler. Here is how to tune a Tavus CVI agent so people forget…
How to Build Your First AI Video Agent With Tavus CVI
Tavus CVI creates a real-time conversational video avatar you can embed in an app. Here is how to go from a replica to a live…
How to Build a Brand Kit With Ideogram 3.0
You do not need a design agency for a starter brand kit. Ideogram 3.0 can produce a coherent logo, palette and social templates — if…
How to Generate Text in Images With Ideogram 3.0
Rendering legible text has always been the weak spot of image models. Ideogram 3.0 is built to fix that — here is how to get…
How to Use Runway Act-Two for Character Video at Scale
One character video is a novelty. A weekly series needs a repeatable pipeline. Here is how to build one with Runway Act-Two without burning credits.
How to Animate a Photo With Runway Act-Two
Runway Act-Two transfers your performance onto a character using a webcam or a video. Here is how to get clean results, and the limits to…