We made a monster movie for $16 and a full music video on one GPU. These guides cover the models, the directing craft (one beat per clip), and the honest trade-offs between local and cloud generation.
Eros is a baked LTX-2.3 variant that generates synced audio and video from a prompt in one model. It’s wild, but it writes its own soundtrack, so it can’t dub your voice. Here’s the honest picture.
LTX-2.3 is the fast, local, image-to-video model that became our channel’s workhorse, 30fps, native portrait, faster-than-realtime. Here’s what it’s great at, where it slips, and why we moved talking to a specialist.
Everyone’s arguing about Wan 2.2. So we ran it locally, honestly, the fast-and-fits 5B, the heavy two-expert 14B, the VRAM wall, and the decode that wedges. Here are the real numbers.
One sentence in, lettered comic pages out, a local LLM writes the script, your GPU draws every panel with the same character in the same style, and an open-source compositor adds bubbles, SFX, and diagonal panel cuts. Tool included.
How to animate an image using AI on your own GPU, the one-beat rule, real-time-speed camouflage, anchor plates, and when to rent a cloud GPU instead. The Engine Room, machine three.
How one trained character becomes daily videos, longform episodes, thumbnails, 3D models, and a talking companion, the factory design that runs while you sleep. The Engine Room, capstone.
Our character’s debut music video, 18 shots, five sung sections, 2:13, rendered overnight on a single RTX 5090 for zero cloud spend. The complete pipeline: song, storyboard, renders, lip-synced vocals, beat-cut assembly.
Our 66-second monster movie, helicopter, dragons, a meta twist, cost $16 including every failed take. The full filmmaking pipeline: storyboards, cloud + local animation, score, assembly.
We just signed up for the GenJam Directors Cup, 16 nations, 4-hour film sprints, winner takes $1,000. Here’s why a channel about building AI is now competing with it, and how to join our team before July 7.
We produced a 29-second helicopter-and-dragons action tease with image-to-video AI. Here’s every mistake we made, tangled limbs, teleporting wardrobes, shrinking monsters, and the directing rules that fixed them.