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有趣的80后程序员

@sunbaolong_2001 • 1,257 subscribers

一个自恋的码农，人工智能调包侠抖音:有趣的80后程序员

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Wan 2.2 is changing the game for AI Video action control! 🎬🚀 I tested LTX 2.3 vs Wan 2.2 using the "Prompt Relay Timeline" technique. Result? Wan 2.2 performed a 5-action sequence with incredible precision. Character consistency stays 💯 while movements shift frame by frame. Full comparison & Workflow: 👇 🔗 #Wan22 #LTX23 #ComfyUI #AI视频 #PromptRelay

Wan 2.2 is changing the game for AI Video action control! 🎬🚀 I tested LTX 2.3 vs Wan 2.2 using the "Prompt Relay Timeline" technique. Result? Wan 2.2 performed a 5-action sequence with incredible precision. Character consistency stays 💯 while movements shift frame by frame. Full comparison & Workflow: 👇 🔗 #Wan22 #LTX23 #ComfyUI #AI视频 #PromptRelay

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I just built a ComfyUI workflow for LTX 2.3 that lets you extend videos INFINITELY. The craziest part? It perfectly extends the AUDIO too! 🎙️✨ Plus, a crazy fast RTX upscaler to hit 2K resolution. Workflow here: 👇 🔗 中文版： #LTX23 #ComfyUI #AIVideo #GenerativeAI

I just built a ComfyUI workflow for LTX 2.3 that lets you extend videos INFINITELY. The craziest part? It perfectly extends the AUDIO too! 🎙️✨ Plus, a crazy fast RTX upscaler to hit 2K resolution. Workflow here: 👇 🔗 中文版： #LTX23 #ComfyUI #AIVideo #GenerativeAI

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Lock character faces across ANY AI video—with ZERO LoRA training! 🎬👤 MiniMax H3 RefMod turns 8 photos into a reusable digital actor asset that functions like a LoRA without burning hours of training time! I stress-tested it across 10 ComfyUI scenarios: ✅ Single Actor: Scene jumps, huge zoom-outs, & 180° back-to-front turnarounds ✅ Dual Actors: Hand-holding, umbrella-sharing, & station farewells (No face/outfit bleeding!) ✅ Fast 8-step sampling using Singularity + SageAttention Full guide & RunningHub workflows below: 👇 🔗 #MiniMaxH3 #RefMod #ComfyUI #AIVideo #CharacterConsistency #GenerativeAI#MiniMaxH3 #RefMod #ComfyUI #AIVideo #CharacterConsistency #GenerativeAI

Lock character faces across ANY AI video—with ZERO LoRA training! 🎬👤 MiniMax H3 RefMod turns 8 photos into a reusable digital actor asset that functions like a LoRA without burning hours of training time! I stress-tested it across 10 ComfyUI scenarios: ✅ Single Actor: Scene jumps, huge zoom-outs, & 180° back-to-front turnarounds ✅ Dual Actors: Hand-holding, umbrella-sharing, & station farewells (No face/outfit bleeding!) ✅ Fast 8-step sampling using Singularity + SageAttention Full guide & RunningHub workflows below: 👇 🔗 #MiniMaxH3 #RefMod #ComfyUI #AIVideo #CharacterConsistency #GenerativeAI#MiniMaxH3 #RefMod #ComfyUI #AIVideo #CharacterConsistency #GenerativeAI

有趣的80后程序员

25,944 views • 29 days ago

Fix MiniMax H3's 3 FATAL FLAWS in 1 Workflow! 🎬⚡ Tired of shiny plastic skin, floating slow-motion, and painfully slow high-res renders? I built an all-in-one ComfyUI pipeline: 1️⃣ Singularity V2: Native fast-action dynamics (No slow-mo LoRAs needed!) + matte natural skin 2️⃣ SelfLift Progressive Sampler: 1-node low-res build ➔ 3D latent upscale ➔ refinement 3️⃣ VOSR 2.0 Polish: 1.0x feature refinement for razor-sharp facial details Full guide & RunningHub workflows below: 👇 🔗 #MiniMaxH3 #SingularityV2 #SelfLift #ComfyUI #AIVideo #GenerativeAI

Fix MiniMax H3's 3 FATAL FLAWS in 1 Workflow! 🎬⚡ Tired of shiny plastic skin, floating slow-motion, and painfully slow high-res renders? I built an all-in-one ComfyUI pipeline: 1️⃣ Singularity V2: Native fast-action dynamics (No slow-mo LoRAs needed!) + matte natural skin 2️⃣ SelfLift Progressive Sampler: 1-node low-res build ➔ 3D latent upscale ➔ refinement 3️⃣ VOSR 2.0 Polish: 1.0x feature refinement for razor-sharp facial details Full guide & RunningHub workflows below: 👇 🔗 #MiniMaxH3 #SingularityV2 #SelfLift #ComfyUI #AIVideo #GenerativeAI

有趣的80后程序员

14,651 views • 19 days ago

Cut MiniMax H3 render times from 10 mins to 3 mins! 🚀⚡ I stacked 3 game-changing speed nodes in ComfyUI to accelerate MiniMax H3 across T2V, I2V, and Ref2Video: 🔥 Sol-Attn (Dynamic compute focus) ⚡ SageAttention (GPU-optimized attention) 📦 EasyCache (Temporal feature reuse) Up to 3.2x faster with zero visual degradation! Full guide & RunningHub workflows below: 👇 🔗 #MiniMaxH3 #ComfyUI #AIVideo #SolAttn #SageAttention #EasyCache #GenerativeAI

Cut MiniMax H3 render times from 10 mins to 3 mins! 🚀⚡ I stacked 3 game-changing speed nodes in ComfyUI to accelerate MiniMax H3 across T2V, I2V, and Ref2Video: 🔥 Sol-Attn (Dynamic compute focus) ⚡ SageAttention (GPU-optimized attention) 📦 EasyCache (Temporal feature reuse) Up to 3.2x faster with zero visual degradation! Full guide & RunningHub workflows below: 👇 🔗 #MiniMaxH3 #ComfyUI #AIVideo #SolAttn #SageAttention #EasyCache #GenerativeAI

有趣的80后程序员

33,079 views • 3 months ago

Fix blurry distant faces in MiniMax H3 videos! 🎬✨ I built a 2-stage ComfyUI pipeline combining H3 Singularity + H3-FaceRefine + VOSR2 to surgically restore facial details: 1️⃣ YOLOv8-Face auto-tracks & crops 768x768 face canvas 2️⃣ Dynamic per-frame denoise ("fix small faces more, big faces less") 3️⃣ VOSR2 1x super-detail refinement 4️⃣ Seamless feathered stitch-back Full breakdown & RunningHub workflows below: 👇 🔗 #MiniMaxH3 #ComfyUI #FaceRestoration #AIVideo #VOSR2 #GenerativeAI

Fix blurry distant faces in MiniMax H3 videos! 🎬✨ I built a 2-stage ComfyUI pipeline combining H3 Singularity + H3-FaceRefine + VOSR2 to surgically restore facial details: 1️⃣ YOLOv8-Face auto-tracks & crops 768x768 face canvas 2️⃣ Dynamic per-frame denoise ("fix small faces more, big faces less") 3️⃣ VOSR2 1x super-detail refinement 4️⃣ Seamless feathered stitch-back Full breakdown & RunningHub workflows below: 👇 🔗 #MiniMaxH3 #ComfyUI #FaceRestoration #AIVideo #VOSR2 #GenerativeAI

有趣的80后程序员

17,337 views • 2 months ago

Tired of LTX 2.3 changing your character's face halfway through a video? ❌👤 Meet Best Face ID, the ultimate consistency LoRA for LTX 2.3! ✅ Single-photo face locking ✅ 4-Column Character Sheet support (Front/Side/Back) ✅ 2K Tiled Upscaling Workflows Pro Tip: Your prompt MUST start with ref_t2v: for it to lock properly. Full tutorial & 4 ComfyUI workflows: 👇 🔗 #BestFaceID #LTX23 #ComfyUI #AIVideo #CharacterConsistency #人工智能

Tired of LTX 2.3 changing your character's face halfway through a video? ❌👤 Meet Best Face ID, the ultimate consistency LoRA for LTX 2.3! ✅ Single-photo face locking ✅ 4-Column Character Sheet support (Front/Side/Back) ✅ 2K Tiled Upscaling Workflows Pro Tip: Your prompt MUST start with ref_t2v: for it to lock properly. Full tutorial & 4 ComfyUI workflows: 👇 🔗 #BestFaceID #LTX23 #ComfyUI #AIVideo #CharacterConsistency #人工智能

有趣的80后程序员

15,120 views • 3 months ago

Krea 2 Identity Edit v1.2 is HERE and it's a massive upgrade! 🎨🔥 It expands character editing in ComfyUI to a whole new level: ✅ Face Swap, Head Swap, OR Full Body Swap 👤 ✅ Attention-based ref_boost_mask (Locks faces without messing up backgrounds) ✅ 2x2 Character Sheet support for 360° identity consistency Watch the fixed-seed stress test & grab the workflow: 👇 🔗 #Krea2 #ComfyUI #AIArt #ImageEditing #GenerativeAI

Krea 2 Identity Edit v1.2 is HERE and it's a massive upgrade! 🎨🔥 It expands character editing in ComfyUI to a whole new level: ✅ Face Swap, Head Swap, OR Full Body Swap 👤 ✅ Attention-based ref_boost_mask (Locks faces without messing up backgrounds) ✅ 2x2 Character Sheet support for 360° identity consistency Watch the fixed-seed stress test & grab the workflow: 👇 🔗 #Krea2 #ComfyUI #AIArt #ImageEditing #GenerativeAI

有趣的80后程序员

10,309 views • 3 months ago

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