Remaking an old lip sync test with another lip... sync test. Still Work in progress model but Imma really digging testin out lower fps / imitation stop motion.show more

This is delicious. A quick test of Bytedance's new... lip sync model. The lip sync looks really good and body movements are pretty dynamic. Both close up and medium shots work really well. Not bad at all! What do you think?show more

First test of LatentSync; an open source lip sync... tool 🔥 Link in thread 🧵 It only requires a source video and a spoken audio clip. 🔊 Google Veo2: video clips E2-F5-TTS: Text to Speech (o/s) LatentSync: Lip sync (o/s) MMAudio: Background SFX (o/s)show more

I managed to add lip sync with audio but... somehow I can't change the audio in this model so it's stuck at Neil Degrassi Tyson 😂 But okay we have a proof of concept, from AI pic -> AI video -> AI lipsync'd I wanted to add an AI voice, anyone know how to make the audio work on this model? @chenxi_jwshow more

We may have cracked motion control in AI video.... I've been testing the new Kling AI tool, and it's shockingly good. It can handle complex movements I've never gotten another video-to-video model to do - like this gymnastics clip. It can also do lip sync and camera movement 👇show more

Tested out the new Grok Imagine video model ✨... The speech, sound, and lip sync upgrades are really impressive. It works with lots of face angles, multiple speakers, pets - and the prompt adherence is quite strong. A few clips I generated this morning (all one shots) 👇show more

I got to lip sync in real life with... the REAL Caitlyn, Katie Leung??!!!! This is an alt take of the one up on Riot Games, i kinda think i did better on this one but the ending of the other one is cuter! can you even believe 🤯🤯 #arcaneshow more

Our metroidvania has an arena mode. It started as... a developer tool to test out guns and enemies but it was too fun so we added it in the game. Fun place to grapple hook to your heart's content. (The UI is still a work in progress) Wishlist Iron Bramble on Steam!show more

AI video just reached a new level. Seedance 1.5... Pro by BytePlus turns static images into cinematic videos with real action and realism. Key features: • Native audio generation with ultra precise lip sync • Multilingual dialogues with multiple speakers • Natural motion, expressive emotions and cinematic quality visuals • Stable, premium output ready for narration, ads and professional creative work This does not look like an AI video. It feels like real footage, synchronized, expressive and production ready. #Seedance #AIVideo #VideoGeneration #BytePlusAIshow more

currently experimenting with WAN 2.6 I2V on GMI Cloud... in this test, I’m comparing two audio workflows and honestly both perform really well. one scene uses audio generated directly from the prompt, while the other uses manually uploaded audio taken from the film 300. visually, both deliver strong motion and solid performance. however, the version with audio coming straight from the prompt feels slightly more refined, camera movement is smoother, transitions flow more naturally and the sync between voice, facial motion, and pacing feels more cohesive. lip sync, especially for Chinese dialogue also comes across a bit cleaner. you can choose single shot for a clean, focused moment or multi shot if you want more cinematic transitions, even when working from just one reference image. one important note: always turn on prompt extension. it makes a noticeable difference in how well the model understands motion, transitions and overall scene flow. both audio approaches are totally usable, but if you’re building dialogue driven or cinematic scenes, starting with audio from the prompt gives WAN 2.6 a bit more context to work with. I’ll be pushing this further with more dynamic camera movement and transitions next. more experiments coming soon ✨ Wanshow more

I experimented a lot with the prompt until I... landed on this version😎 Only face reference + exact 15-second audio. Generated in Higgsfield AI 🧩 Seedance 2.0. Small tip: when uploading reference audio, cut it precisely to whole seconds (6, 8, 10, 15…) with no leftover tails 🎵 Prompt: A cinematic 15-second music video shot in a dark modern dance studio with smooth grey reflective floor, black walls and horizontal neon light tubes. Continuous dynamic camera movement, mostly medium shots and close-ups, never too wide. The woman is constantly moving, no freezes or static poses. Main subject: young woman with messy medium-length wavy brown hair with bangs partially covering her face, freckles on nose and cheeks, blue-grey eyes, full glossy lips. She wears a tight black fishnet bodysuit. She is singing the entire time with clear, precise lip-sync, mouth actively moving, intense emotional expression. Lyrics: "Ye! Ye! You keep a box of names / In the drawer by your bed / Polaroids and ticket stubs / Stuffed under the red / You never take one thing / You take the whole last spark / Leave a little thumbprint / On every private heart". 0-2s: Tight medium close-up. She leans her upper body back, head tilting, singing passionately with strong lip-sync, hair falling over her face, body arching, one hand sliding across her chest. 2-4s: Camera slowly pushes in and circles. She comes out of the deep arch, torso still bent forward, hands on her thighs, lifting her head and looking straight into camera while singing with aggressive lip-sync. Three male dancers of different appearances (different ethnicities, hair styles and builds) wearing black tank tops and black wide pants are already close around her, moving with her in low tense postures. The other two men are visible at the edges of the frame, approaching. 4-7s: Medium close-up. She drops lower, body still in constant motion, hair swinging, singing intensely with clear mouth movements, sharp head turns, eyes locked on camera. Male dancers stay close, their hands lightly touching her as they move together. 8-12s: Medium shot with slow camera drift. Exactly five male dancers of completely different appearances, all wearing black tank tops and black wide pants, surround her tightly on the floor in a dense, intertwined formation. She is in the center, body still moving, upper body rising and shifting, singing with strong lip-sync. All five men move subtly with her, never static. The men never fully obscure her body. 13-15s: Dynamic medium shot. The five diverse male dancers lift her into the air in a powerful deep backbend. Her body is fully extended and arched, head thrown back, still singing with clear lip-sync. While holding her they gently rock her up and down in time with the beat. The camera starts from a clear side view of her arched body and smoothly transitions to a frontal view of her face. At the end they lower her smoothly onto her feet; she lands and immediately continues singing as the five men stay low on the floor around her. The men never fully obscure her. High fashion dance energy, sweaty skin, sharp timing, continuous fluid motion of the woman, priority on accurate lip-sync in every frame. Rules: no hand morphing, no body distortions, clean stable anatomy, fingers and hands remain consistent and natural throughout the entire video. #AIvideo #AIMusicVideo #AIFilmmakingshow more

Seedance 2 just dropped. This was my first test... and it changed everything. Perfect lip sync. Realistic movement. Multi-shot support. Natural voice completely human, zero robotic tone. And the SFX? It nailed the sound effects automatically. Every detail synced perfectly. This is a game-changer. From now on, automation isn't theory it's real. And yes, it's happening on Crafft. With a high-fidelity model like this + the right prompting rules and skills, you can generate endless variations that work every single time. Crafft agents will handle the whole process. One model, infinite outputs. You can try Seedance 2 on CapCut right now. RT + comment "PROMPT" and I'll send you the exact setup (follow so I can DM)show more

Avatar is really really fun but we need to... ban unemployed people from Alpha/Betas because why am I getting hit with a Katara infinite in an Alpha. No point in playing if you don't want to test the rest of the game out IMO. Zuko the truth thoughshow more

Gm ☁️✨ Yesterday I put together the first low... res draft of the collaborative piece I’m working on. Pretty damn happy with how it’s looking 👀 Still lots to do though! Here’s an animation test I rendered out a few weeks ago. Just a small section of the scene in progress 🙌🏻show more

Hailuo MiniMax (official) MiniMax Design (H3) H3 A prototype... motion-graphics landing page for ice cream, built to test just how far H3 can push UI animation, typography, transitions, hover interactions, and product motion. I tried creating similar effects manually in Adobe After Effects but this version is 100% generated with H3. The model handles these complex motion-design elements incredibly well, and the results are STUNNING - Animated Shape Layers - Kinetic Typography - Cursor Hover Update - Bounce Effects - Wiggle Effects - Live Background - Micro Text Renders - Ease in Ease out Keyframes Prompt Belowshow more

A quick weekend test of adding colorful plaster to... the walls 🖌 Still needs a lot of work to make it real if we decide to go there, but I was too giddy with how it turned out so I had to share 😄 (also a sneak peek of windows & improved arches! more in the upcoming newsletter💌)show more

Best B14.1 slap from the chopsticks so far: (For... those just catching up, SpaceX is using this test tank to work on their allowances with the sticks ahead of Flight 5's potential catch. So slapping B14.1 is fine for gathering data. It's much better than slapping an actual flight booster. This way, they'll work out the fastest they can grab, but without damaging the booster in the process.show more

we just released a new blog "Training a coding... agent using the OpenCode harness in remote HF sandboxes with TRL and OpenEnv" you can take a real coding agent (OpenCode), let it run its own tool loop against real coding problems, and train it with RL on the exact tokens it produced and every rollout runs in its own remote HF sandbox, so rollouts scale out beyond one machine the loop: - OpenCode owns its tool loop inside an OpenEnv sandbox - an in-sandbox proxy records the real token ids + logprobs, per turn - a hidden-test verifier scores the result, and that is the reward - TRL trains with AsyncGRPO, weights sync back to vLLM over NCCL blog + runnable example:show more