LTX-2.5 Video Quality Enhancer LoRA V2: Generative Detail Restoration & Ghost-Free Upscaling Engine

Reverse-engineering @wildmindai’s newly released LTX-2.5 Video/Image Enhancer LoRA V2: a generative quality restoration engine running locally in ComfyUI that recovers fine facial hair, fabric weaves, and chromatic depth from low-resolution clips without ghosting artifacts.

[LTX-2.5 VIDEO/IMAGE ENHANCER LORA V2 RESTORATION PIPELINE]

COMFYUI NODE ARCHITECTURE:
- Base Checkpoint: LTX-Video-2.5-Standard
- Injected LoRA: LTX2.5_Video_Enhancer_v2.safetensors (Strength: 0.75 - 0.85)
- Latent Sampler: Euler Ancestral with Beta Schedule, 28 steps, CFG 3.5

PROCESSING PROTOCOL:
1. INPUT DE-QUANTIZATION & UPSCALE:
   - Low-res video frame load -> Bilinear 1.5x pre-scale -> Latent Tile Encode (512x512 with 64px overlap)

2. RESTORATION & TEXTURE INJECTION:
   - Prompt Directive: "Ultra-high definition generative remaster, photorealistic 8K skin micro-pore texture, individually resolved hair strands, crystalline iris clarity, natural subsurface scattering, zero motion blur trails"

3. TEMPORAL CONSISTENCY PASS:
   - Optical Flow Motion Vector Guidance: Prevents temporal flicker and eliminates edge haloing
   - Frame Interpolation: RIFE 4.6 pass at 60fps for ultra-smooth optical cadence

4. COLOR & DYNAMIC RANGE RE-MAPPING:
   - Auto-levels histogram expansion restoring clipped shadow detail and re-injecting 10-bit color depth

NEGATIVE DIRECTIVES:
ghosting outlines, temporal double-exposure, blurry hair patches, plastic wax face smoothing, jittering pixels.

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