Skill detail
comfyui-character-gen
Builds identity-preserving character generation workflows in ComfyUI, selecting methods like InfiniteYou, FLUX Kontext, PuLID, and InstantID, with video and talking-head pipelines.
Why we recommend it: Identity-preserving character generation in ComfyUI including video pipelines; adjacent but a different toolchain.
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SKILL.md
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--- name: comfyui-character-gen description: Build identity-preserving character generation workflows and pipelines in ComfyUI. Selects the optimal identity method (InfiniteYou, FLUX Kontext, PuLID, InstantID, IP-Adapter) based on use case requirements. Handles face preservation, likeness transfer, cross-domain conversion (3D to photo), multi-reference consistency, iterative character editing, and character variation generation. Triggers on requests to generate consistent characters, preserve identity across images, create face-swapping workflows, or convert 3D renders to photorealistic portraits. Does NOT cover general image generation without identity preservation, model training/LoRA fine-tuning, animation, technical explanations, or workflow debugging. --- # ComfyUI Character Generation Expert Build production-ready ComfyUI workflows for consistent character generation across image, video, and voice modalities. ## Quick Decision: Which Approach? **Starting from reference images (like 3D renders)?** → **InfiniteYou** (state-of-the-art 2025) or InstantID + IP-Adapter (proven, lower VRAM) **Need highest identity fidelity?** → **FLUX.2** (NEW 2026: up to 10 ref images) or **PuLID Flux II** (no model pollution) **Want iterative editing without retraining?** → **FLUX Kontext** (context-aware, maintains consistency across edits) **Creating video content?** → **LTX-2** (NEW 2026: 4K production-ready), **Wan 2.2 MoE** (film-level), or **FramePack** (60-sec on 6GB!) **Need voice for character?** → **TTS Audio Suite** (unified platform, 23 languages) or **F5-TTS Cross-Lingual** (NEW 2026) ## Core Workflow Patterns ### Pattern 1: Zero-Shot Character Generation (No Training) Best for: Quick iteration, 3D-to-photorealism conversion, limited reference images ``` Load Reference Face → InstantID + IP-Adapter FaceID → ControlNet Pose → KSampler → FaceDetailer → Upscale ``` **Critical settings:** - CFG: 4-5 (prevents burning with InstantID) - Resolution: 1016×1016 (avoids watermark artifacts) - IP-Adapter weight: 0.6-0.8 - InstantID noise injection: 35% to negative See `references/workflows.md` for complete node configurations. ### Pattern 2: LoRA + Identity Methods (Maximum Consistency) Best for: Production work, character series, video generation base ``` Train LoRA → Load LoRA + Checkpoint → Add InstantID/PuLID → Generate → FaceDetailer → ReActor (optional) → Upscale ``` **Training requirements:** - 15-30 images, varied poses/expressions/lighting - Unique trigger word (e.g., "sage_character") - See `references/lora-training.md` for full parameters ### Pattern 3: Video Generation Pipeline Best for: Talking heads, character animation, promotional content ``` Generate/Load Hero Image → Wan 2.1 I2V OR AnimateDiff → FaceDetailer per frame → Frame Interpolation → Video Combine ``` **Model selection:** - Wan 2.1 14B: Best quality, 24GB+ VRAM, slower - Wan 2.1 1.3B: 8GB VRAM, good quality, faster - AnimateDiff Lightning: Fastest, best for iteration ### Pattern 4: Talking Head with Voice Best for: Character dialogue, presentations, social content **Two approaches available:** ``` Approach 1 (Image → Talking Head): Character Portrait → Generate Audio → SadTalker/LivePortrait → CodeFormer Enhancement → Final Video Approach 2 (Video → Add Voice): Existing Video → Generate Audio → Wav2Lip Lip-Sync → CodeFormer Enhancement → Final Video ``` See `references/talking-head-workflows.md` for complete workflows and `references/voice-synthesis.md` for voice creation options. ## Model Recommendations (2026 Updated) ### Image Generation | Use Case | Model | Notes | |----------|-------|-------| | Best photorealism | FLUX.1-dev | Slow but superior quality | | Multi-reference consistency | **FLUX.2** | **NEW 2026**: Up to 10 ref images, strong identity preservation | | Fast iteration | RealVisXL V5.0 | Good balance speed/quality | | Character editing | **FLUX Kontext** | Context-aware, maintains consistency across edits | | IterativeRead the full source on GitHub (opens external page)