WAN2GP + HP Z440. Budżetowy serwer AI.

Zmotywowany poprzednim wpisem:

Od Mov2Mov do Wan Video 2.1 – nowa metoda stylizacji animacji fraktala przypominającego kanion

Postanowiłem ulepszyć swoje zdolności w generowaniu filmów z modeli AI (lokalne, darmowe, open weights).

Przez długi czas korzystałem z dwóch kart NVIDIA Tesla P40 24 GB zainstalowanych w serwerze HPE ML350P gen8. Nadal świetnie sprawdzają się przy lokalnych modelach językowych (Dużo VRAM), jednak w przypadku nowoczesnych modeli do generowania wideo ich wiek zaczyna być odczuwalny. Brak rdzeni Tensor nowszych generacji oraz niższa wydajność obliczeń (FP16, FP8) sprawiają, że generowanie filmów trwa znacznie dłużej niż na współczesnych kartach GeForce. Dlatego zdecydowałem się wykorzystać leżącą odłogiem stację HP Z440 z 64 GB RAM i wyposażyć ją w GeForce RTX 5060 Ti 16 GB.

Wybór padł na ten model ponieważ ma relatywnie dużo VRAM w stosunku do ceny, jest to nowoczesna, relatywnie tania karta w architekturze Blackwell i idealnie nadaje się do budżetowej stacji AI. Podłączana jest do zasilacza przez adapter 2×6 pin PCIe -> 1×8 pin PCIe. Karta pełnowymiarowa z trzema wentylatorami, ma dobrą kulturę pracy, jest wyjątkowo cicha i maksymalny pobór mocy wynosi 180 W. W połączeniu z cichą stacją HP Z440, która w trybie jałowym zużywa tylko 50 W, taki system może działać jako serwer 24h/d.

Zmieniłem również workflow generowania filmów. Poprzednio używałem ComfyUI, bardzo elastyczny ale upierdliwy ponieważ trzeba tworzyć swoje pipeliny w formie grafów i szybkie testowanie jest uciążliwe. Teraz używam WanGP, który jest czymś w rodzaju AUTO1111 ale dla modeli video, prosta obsługa, GUI oparty na interfejsie Gradio. WanGP zoptymalizowany jest pod karty <24GB VRAM i używa wiele modeli nie tylko generujących video ale i obrazy i TTS.

WanGP został zainstalowany manualnie na środowisku anacondy

https://tiny.pl/8y1nykx4s

i uruchamiany jest jako serwis przez wrapper serwisów dla Windows 10, Servy.

https://servy-win.github.io/

call C:\Users\Admin\miniconda3\Scripts\activate.bat C:\Users\Admin\miniconda3

call conda activate wan2gp

cd /d E:\Wan2GP

python wgp.py --profile 2 --listen

wan2gp.bat

Bardzo ważne, flaga –listen pozwala łączyć się z przez przeglądarkę, nie tylko po localhost ale także z zewnątrz. Mogę dzięki temu łączyć się przez VPN z całego świata dzięki serwerowi Wireguard na Raspberry PI. Serwer jest sterowany przez terminal i klienta ssh. Uruchomienie i zatrzymanie usługi oraz inne polecenia:

cmd
sc stop Wan2GP
sc start Wan2GP
sc query Wan2GP

powershell
Restart-Service Wan2GP
Start-Service Wan2GP
Stop-Service Wan2GP

Obserwowanie logów z WanGP:

Get-Content E:\Wan2GP\logs\stdout.log -Wait

Get-Content E:\Wan2GP\logs\stderr.log -Wait

Do obserwacji zasobów zainstalowano ntop:

https://terminaltrove.com/ntop-windows/

Nadzór GPU:

nvidia-smi -l 5

Nadzór prędkości transferu na serwerze (przydatne przy ściąganiu modeli)

$prev = Get-NetAdapterStatistics

while ($true) {
    Start-Sleep -Seconds 5
    $curr = Get-NetAdapterStatistics

    foreach ($a in $curr) {
        $p = $prev | Where-Object Name -eq $a.Name
        if ($p) {
            $rx = [math]::Round(($a.ReceivedBytes - $p.ReceivedBytes) / 5 / 1MB, 2)
            $tx = [math]::Round(($a.SentBytes - $p.SentBytes) / 5 / 1MB, 2)

            "{0,-20} ↓ {1,6} MB/s   ↑ {2,6} MB/s" -f $a.Name, $rx, $tx
        }
    }

    ""
    $prev = $curr
}

Korzystając z tych narzędzi można w ten sposób nadzorować serwer np. przez telefon komórkowy z zainstalowanym klientem ssh np. Termius.

https://tiny.pl/1662bydx5

Generowanie Filmów

Przeprowadzono testy zarówno w trybie Image-to-Video, jak i Video-to-Video. W przypadku transformacji Video-to-Video wykorzystano animacje fraktali wygenerowane w programie Mandelbulber jako materiał źródłowy. Dla modelu Wan VACE zastosowano prowadzenie za pomocą map głębi (Depth) oraz kombinacji Depth + Optical Flow, natomiast dla modelu LTX-2 wykorzystano prowadzenie wyłącznie z użyciem map głębi (Depth). Dodatkowo wykonano testy Image-to-Video na podstawie pojedynczego statycznego obrazu.

Fraktal amazing_surf001, 800×600, 10 fps, 121 klatek
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ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiText-to-Video
Rozdzielczość832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)30
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Seed333848794
Czas generacji8 min 28 s
A majestic sandstone canyon with layered rock formations, dramatic cliffs, deep ravines, realistic geological strata, warm orange and red sandstone, cinematic golden hour sunlight, soft volumetric light, ultra realistic, highly detailed textures, natural erosion patterns, aerial drone footage, smooth camera movement, National Geographic documentary style, 8k, masterpiece
ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiText-to-Video
Rozdzielczość832 × 480 px (480p)
Liczba klatek121
Liczba kroków (Steps)30
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Temporal UpsamplingRIFE2
Seed941105978
Czas generacji8 min 28 s
A majestic sandstone canyon with layered rock formations, dramatic cliffs, deep ravines, realistic geological strata, warm orange and red sandstone, cinematic golden hour sunlight, soft volumetric light, ultra realistic, highly detailed textures, natural erosion patterns, aerial drone footage, smooth camera movement, National Geographic documentary style, 8k, masterpiece
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (FP8)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 576 px
Liczba klatek241
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.2
Sliding Window481 klatek
Seed134849089
Czas generacji6 min 15 s
A majestic sandstone canyon with layered rock formations, dramatic cliffs, deep ravines, realistic geological strata, warm orange and red sandstone, cinematic golden hour sunlight, soft volumetric light, ultra realistic, highly detailed textures, natural erosion patterns, aerial drone footage, smooth camera movement, National Geographic documentary style, 8k, masterpiece
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (FP8)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 576 px
Liczba klatek241
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength1.0
Sliding Window481 klatek
Seed849516469
Czas generacji4 min 14 s
A majestic sandstone canyon with layered rock formations, dramatic cliffs, deep ravines, realistic geological strata, warm orange and red sandstone, cinematic golden hour sunlight, soft volumetric light, ultra realistic, highly detailed textures, natural erosion patterns, aerial drone footage, smooth camera movement, National Geographic documentary style, 8k, masterpiece

Fraktal amazing_surf001, 800×600, 10 fps, 121 klatek
↓

ParametrWartość
Model AIVACE 14B
Model bazowyWan 2.1 Text-to-Video 14B (INT8)
Typ generacjiText-to-Video (DLV)
Rozdzielczość832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)20
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Seed766204946
Czas generacji25 min 57 s
A majestic sandstone canyon with layered rock formations, dramatic cliffs, deep ravines, realistic geological strata, warm orange and red sandstone, cinematic golden hour sunlight, soft volumetric light, ultra realistic, highly detailed textures, natural erosion patterns, aerial drone footage, smooth camera movement, National Geographic documentary style, 8k, masterpiece
ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiText-to-Video (DLV)
Rozdzielczość832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)30
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Seed305504959
Czas generacji11 min 27 s
A majestic sandstone canyon with layered rock formations, dramatic cliffs, deep ravines, realistic geological strata, warm orange and red sandstone, cinematic golden hour sunlight, soft volumetric light, ultra realistic, highly detailed textures, natural erosion patterns, aerial drone footage, smooth camera movement, National Geographic documentary style, 8k, masterpiece
ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiText-to-Video (DLV)
Rozdzielczość832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)30
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Temporal UpsamplingRIFE2 x 2
Spatial UpsamplingFlashVSR2 x 2
Seed768865960
Czas generacji15 min 08 s
A majestic sandstone canyon with layered rock formations, dramatic cliffs, deep ravines, realistic geological strata, warm orange and red sandstone, cinematic golden hour sunlight, soft volumetric light, ultra realistic, highly detailed textures, natural erosion patterns, aerial drone footage, smooth camera movement, National Geographic documentary style, 8k, masterpiece
ParametrWartość
Model AIVACE 14B
Model bazowyWan 2.1 Text-to-Video 14B (INT8)
Typ generacjiText-to-Video (DLV)
Rozdzielczość generacji832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)20
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Upscaling obrazuFlashVSR2 ×2
Upscaling FPSRIFE2 ×2
Seed673951600
Czas generacji32 min 40 s
A majestic sandstone canyon with layered rock formations, dramatic cliffs, deep ravines, realistic geological strata, warm orange and red sandstone, cinematic golden hour sunlight, soft volumetric light, ultra realistic, highly detailed textures, natural erosion patterns, aerial drone footage, smooth camera movement, National Geographic documentary style, 8k, masterpiece
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek121
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.5
Sliding Window481 klatek
Seed965251878
Czas generacji2 min 44 s
A majestic sandstone canyon with layered rock formations, dramatic cliffs, deep ravines, realistic geological strata, warm orange and red sandstone, cinematic golden hour sunlight, soft volumetric light, ultra realistic, highly detailed textures, natural erosion patterns, aerial drone footage, smooth camera movement, National Geographic documentary style, 8k, masterpiece
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek241
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.5
Sliding Window481 klatek
Seed65799274
Czas generacji3 min 45 s
A majestic sandstone canyon with layered rock formations, dramatic cliffs, deep ravines, realistic geological strata, warm orange and red sandstone, cinematic golden hour sunlight, soft volumetric light, ultra realistic, highly detailed textures, natural erosion patterns, aerial drone footage, smooth camera movement, National Geographic documentary style, 8k, masterpiece
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek241
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.3
Sliding Window481 klatek
Seed156184177
Czas generacji3 min 45 s
A majestic sandstone canyon with layered rock formations, dramatic cliffs, deep ravines, realistic geological strata, warm orange and red sandstone, cinematic golden hour sunlight, soft volumetric light, ultra realistic, highly detailed textures, natural erosion patterns, aerial drone footage, smooth camera movement, National Geographic documentary style, 8k, masterpiece

832×480, 16fps, 82 klatki, fraktal amazing_surf 002
↓

ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiText-to-Video (DLV)
Rozdzielczość generacji832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)30
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Seed107190532
Czas generacji12 min 27 s
Transform this abstract animation into an ultra-realistic cinematic flight through the core of a spiral galaxy. Preserve the original camera movement and geometry exactly, but reinterpret every organic structure as gigantic clouds of glowing interstellar gas, dust filaments, stellar nurseries and gravitational distortions. The bright center becomes the blazing galactic nucleus surrounded by billions of stars. Add volumetric nebulae, cosmic dust, blue and golden emission clouds, gravitational lensing, subtle light scattering, realistic HDR lighting and immense scale. The camera accelerates smoothly toward the luminous galactic core. High detail, IMAX space documentary, NASA-inspired astrophotography, physically based rendering, cinematic color grading.
ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiText-to-Video (LV)
Rozdzielczość generacji832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)20
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Seed716045761
Czas generacji6 min 29 s
Transform this abstract animation into an ultra-realistic cinematic flight through the core of a spiral galaxy. Preserve the original camera movement and geometry exactly, but reinterpret every organic structure as gigantic clouds of glowing interstellar gas, dust filaments, stellar nurseries and gravitational distortions. The bright center becomes the blazing galactic nucleus surrounded by billions of stars. Add volumetric nebulae, cosmic dust, blue and golden emission clouds, gravitational lensing, subtle light scattering, realistic HDR lighting and immense scale. The camera accelerates smoothly toward the luminous galactic core. High detail, IMAX space documentary, NASA-inspired astrophotography, physically based rendering, cinematic color grading.
ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiText-to-Video (DLV)
Rozdzielczość generacji832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)20
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight0.85
Sliding Window81 klatek
Seed98966023
Czas generacji8 min 37 s
Transform this abstract animation into an ultra-realistic cinematic flight through the core of a spiral galaxy. Preserve the original camera movement and geometry exactly, but reinterpret every organic structure as gigantic clouds of glowing interstellar gas, dust filaments, stellar nurseries and gravitational distortions. The bright center becomes the blazing galactic nucleus surrounded by billions of stars. Add volumetric nebulae, cosmic dust, blue and golden emission clouds, gravitational lensing, subtle light scattering, realistic HDR lighting and immense scale. The camera accelerates smoothly toward the luminous galactic core. High detail, IMAX space documentary, NASA-inspired astrophotography, physically based rendering, cinematic color grading.
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek121
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.5
Sliding Window481 klatek
Seed469932869
Czas generacji2 min 59 s
Transform this abstract animation into an ultra-realistic cinematic flight through the core of a spiral galaxy. Preserve the original camera movement and geometry exactly, but reinterpret every organic structure as gigantic clouds of glowing interstellar gas, dust filaments, stellar nurseries and gravitational distortions. The bright center becomes the blazing galactic nucleus surrounded by billions of stars. Add volumetric nebulae, cosmic dust, blue and golden emission clouds, gravitational lensing, subtle light scattering, realistic HDR lighting and immense scale. The camera accelerates smoothly toward the luminous galactic core. High detail, IMAX space documentary, NASA-inspired astrophotography, physically based rendering, cinematic
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek121
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.2
Sliding Window481 klatek
Seed698909751
Czas generacji2 min 59 s
Transform this abstract animation into an ultra-realistic cinematic flight through the core of a spiral galaxy. Preserve the original camera movement and geometry exactly, but reinterpret every organic structure as gigantic clouds of glowing interstellar gas, dust filaments, stellar nurseries and gravitational distortions. The bright center becomes the blazing galactic nucleus surrounded by billions of stars. Add volumetric nebulae, cosmic dust, blue and golden emission clouds, gravitational lensing, subtle light scattering, realistic HDR lighting and immense scale. The camera accelerates smoothly toward the luminous galactic core. High detail, IMAX space documentary, NASA-inspired astrophotography, physically based rendering, cinematic
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (EVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek161
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.8
Sliding Window481 klatek
Seed926616269
Czas generacji2 min 45 s
Transform the animation into a breathtaking cinematic journey through the interior of an immense emission nebula. Preserve the original camera path and overall geometry, but reinterpret every fractal surface as colossal volumetric clouds of ionized hydrogen, oxygen and cosmic dust. Replace all solid structures with translucent gaseous formations, turbulent plasma filaments, glowing dust lanes, dense molecular clouds and illuminated stellar nurseries. The brightest regions become intense emission nebulae illuminated by nearby massive stars. Fill the scene with billions of tiny distant stars visible through transparent gas clouds. Use realistic blue, cyan, teal, magenta and golden emission colors based on real astrophotography. Create soft volumetric lighting, multiple layers of gas, subtle light scattering, realistic HDR exposure and immense astronomical scale. The camera performs a smooth cinematic flight through the nebula with gentle inertia and subtle parallax. The environment should resemble real NASA and ESA deep-space images, the Pillars of Creation, the Carina Nebula and the Omega Nebula rather than abstract fractals. Ultra-realistic astrophotography, IMAX documentary, physically based rendering, extremely high detail, temporal consistency, stable geometry, no flickering.

rocks, cliffs, mountains, cave, terrain, crystal cave, stone, coral, flower, petals, mushrooms, alien plants, buildings, city, architecture, solid objects, hard surfaces, fantasy landscape, abstract sculpture, cartoon, painting, low detail, blurry, noisy, flickering
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (EVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek161
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength1.0
Sliding Window481 klatek
Seed237283204
Czas generacji2 min 31 s
Transform the animation into a breathtaking cinematic journey through the interior of an immense emission nebula. Preserve the original camera path and overall geometry, but reinterpret every fractal surface as colossal volumetric clouds of ionized hydrogen, oxygen and cosmic dust. Replace all solid structures with translucent gaseous formations, turbulent plasma filaments, glowing dust lanes, dense molecular clouds and illuminated stellar nurseries. The brightest regions become intense emission nebulae illuminated by nearby massive stars. Fill the scene with billions of tiny distant stars visible through transparent gas clouds. Use realistic blue, cyan, teal, magenta and golden emission colors based on real astrophotography. Create soft volumetric lighting, multiple layers of gas, subtle light scattering, realistic HDR exposure and immense astronomical scale. The camera performs a smooth cinematic flight through the nebula with gentle inertia and subtle parallax. The environment should resemble real NASA and ESA deep-space images, the Pillars of Creation, the Carina Nebula and the Omega Nebula rather than abstract fractals. Ultra-realistic astrophotography, IMAX documentary, physically based rendering, extremely high detail, temporal consistency, stable geometry, no flickering.

rocks, cliffs, mountains, cave, terrain, crystal cave, stone, coral, flower, petals, mushrooms, alien plants, buildings, city, architecture, solid objects, hard surfaces, fantasy landscape, abstract sculpture, cartoon, painting, low detail, blurry, noisy, flickering
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (EVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek161
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength1.0
Sliding Window481 klatek
Seed158901353
Czas generacji2 min 31 s
Transform the animation into a breathtaking cinematic journey through the interior of an immense emission nebula. Preserve the original camera path and overall geometry, but reinterpret every fractal surface as colossal volumetric clouds of ionized hydrogen, oxygen and cosmic dust. Replace all solid structures with translucent gaseous formations, turbulent plasma filaments, glowing dust lanes, dense molecular clouds and illuminated stellar nurseries. The brightest regions become intense emission nebulae illuminated by nearby massive stars. Fill the scene with billions of tiny distant stars visible through transparent gas clouds. Use realistic blue, cyan, teal, magenta and golden emission colors based on real astrophotography. Create soft volumetric lighting, multiple layers of gas, subtle light scattering, realistic HDR exposure and immense astronomical scale. The camera performs a smooth cinematic flight through the nebula with gentle inertia and subtle parallax. The environment should resemble real NASA and ESA deep-space images, the Pillars of Creation, the Carina Nebula and the Omega Nebula rather than abstract fractals. Ultra-realistic astrophotography, IMAX documentary, physically based rendering, extremely high detail, temporal consistency, stable geometry, no flickering.

rocks, cliffs, mountains, cave, terrain, crystal cave, stone, coral, flower, petals, mushrooms, alien plants, buildings, city, architecture, solid objects, hard surfaces, fantasy landscape, abstract sculpture, cartoon, painting, low detail, blurry, noisy, flickering
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek161
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.2
Sliding Window481 klatek
Seed953511599
Czas generacji3 min 10 s
Transform the animation into a breathtaking cinematic journey through the interior of an immense emission nebula. Preserve the original camera path and overall geometry, but reinterpret every fractal surface as colossal volumetric clouds of ionized hydrogen, oxygen and cosmic dust. Replace all solid structures with translucent gaseous formations, turbulent plasma filaments, glowing dust lanes, dense molecular clouds and illuminated stellar nurseries. The brightest regions become intense emission nebulae illuminated by nearby massive stars. Fill the scene with billions of tiny distant stars visible through transparent gas clouds. Use realistic blue, cyan, teal, magenta and golden emission colors based on real astrophotography. Create soft volumetric lighting, multiple layers of gas, subtle light scattering, realistic HDR exposure and immense astronomical scale. The camera performs a smooth cinematic flight through the nebula with gentle inertia and subtle parallax. The environment should resemble real NASA and ESA deep-space images, the Pillars of Creation, the Carina Nebula and the Omega Nebula rather than abstract fractals. Ultra-realistic astrophotography, IMAX documentary, physically based rendering, extremely high detail, temporal consistency, stable geometry, no flickering.

rocks, cliffs, mountains, cave, terrain, crystal cave, stone, coral, flower, petals, mushrooms, alien plants, buildings, city, architecture, solid objects, hard surfaces, fantasy landscape, abstract sculpture, cartoon, painting, low detail, blurry, noisy, flickering

fraktal xenodreambuie, 800×600, 16 fps, 244 klatki
↓

ParametrWartość
Model AILTX-2 2.0 Distilled 19B (FP8)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji1280 × 704 px
Liczba klatek481
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.5
Sliding Window481 klatek
Seed414079379
Czas generacji10 min 52 s
Transform the original object into a colossal futuristic spacecraft while preserving the original camera movement, timing, rotation speed, framing and motion exactly. Reinterpret the entire structure as a gigantic hard-surface starship with layered metallic armor, detailed hull panels, illuminated windows, antennas, sensor arrays, docking bays, engine modules, pipes, vents and complex mechanical greebles. The spacecraft slowly rotates through deep space with majestic scale. Surround it with a realistic starfield, colorful nebulae, faint cosmic dust and subtle lens flares. Illuminate the scene with a distant blue-white star, producing realistic reflections, soft shadows and physically accurate lighting across the hull. Cinematic IMAX science fiction, ultra realistic, photorealistic, high geometric detail, stable temporal consistency, preserve original motion, no deformation, no camera changes, high quality.
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (EVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek241
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.5
Sliding Window481 klatek
Seed265489067
Czas generacji3 min 01 s
Transform the video into a cinematic shot of a massive futuristic spacecraft slowly rotating in deep space. Preserve the original camera movement, timing and motion exactly, but reinterpret the entire structure as an enormous highly detailed starship with metallic hull panels, illuminated windows, antennas, engines, docking bays and intricate mechanical details. Surround it with distant stars, colorful nebulae, faint cosmic dust and subtle lens flares. The spacecraft rotates majestically while drifting through space, illuminated by a distant blue-white star with realistic reflections and shadows. Ultra realistic, hard surface science fiction, photorealistic, physically based rendering, IMAX cinematic, volumetric lighting, extremely detailed, 8K, temporal consistency.
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (EVG)
Rozdzielczość generacji1280 × 704 px
Liczba klatek241
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.5
Sliding Window481 klatek
Seed105979272
Czas generacji6 min 08 s
Transform the video into a cinematic shot of a massive futuristic spacecraft slowly rotating in deep space. Preserve the original camera movement, timing and motion exactly, but reinterpret the entire structure as an enormous highly detailed starship with metallic hull panels, illuminated windows, antennas, engines, docking bays and intricate mechanical details. Surround it with distant stars, colorful nebulae, faint cosmic dust and subtle lens flares. The spacecraft rotates majestically while drifting through space, illuminated by a distant blue-white star with realistic reflections and shadows. Ultra realistic, hard surface science fiction, photorealistic, physically based rendering, IMAX cinematic, volumetric lighting, extremely detailed, 8K, temporal consistency.
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji1280 × 704 px
Liczba klatek241
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength1.0
Sliding Window481 klatek
Seed785397225
Czas generacji8 min 53 s
Transform the video into a cinematic shot of a massive futuristic spacecraft slowly rotating in deep space. Preserve the original camera movement, timing and motion exactly, but reinterpret the entire structure as an enormous highly detailed starship with metallic hull panels, illuminated windows, antennas, engines, docking bays and intricate mechanical details. Surround it with distant stars, colorful nebulae, faint cosmic dust and subtle lens flares. The spacecraft rotates majestically while drifting through space, illuminated by a distant blue-white star with realistic reflections and shadows. Ultra realistic, hard surface science fiction, photorealistic, physically based rendering, IMAX cinematic, volumetric lighting, extremely detailed, 8K, temporal consistency.
ParametrWartość
Model AIVACE 14B
Model bazowyWan 2.1 Text-to-Video 14B (INT8)
Typ generacjiText-to-Video (DSV)
Rozdzielczość generacji832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)20
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Seed412479861
Czas generacji25 min 33 s
Transform the video into a cinematic shot of a massive futuristic spacecraft slowly rotating in deep space. Preserve the original camera movement, timing and motion exactly, but reinterpret the entire structure as an enormous highly detailed starship with metallic hull panels, illuminated windows, antennas, engines, docking bays and intricate mechanical details. Surround it with distant stars, colorful nebulae, faint cosmic dust and subtle lens flares. The spacecraft rotates majestically while drifting through space, illuminated by a distant blue-white star with realistic reflections and shadows. Ultra realistic, hard surface science fiction, photorealistic, physically based rendering, IMAX cinematic, volumetric lighting, extremely detailed, 8K, temporal consistency.
ParametrWartość
Model AIVACE 14B
Model bazowyWan 2.1 Text-to-Video 14B (INT8)
Typ generacjiText-to-Video (DSV)
Rozdzielczość generacji832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)20
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight0.6
Sliding Window81 klatek
Seed538636037
Czas generacji25 min 35 s
Transform the video into a cinematic shot of a massive futuristic spacecraft slowly rotating in deep space. Preserve the original camera movement, timing and motion exactly, but reinterpret the entire structure as an enormous highly detailed starship with metallic hull panels, illuminated windows, antennas, engines, docking bays and intricate mechanical details. Surround it with distant stars, colorful nebulae, faint cosmic dust and subtle lens flares. The spacecraft rotates majestically while drifting through space, illuminated by a distant blue-white star with realistic reflections and shadows. Ultra realistic, hard surface science fiction, photorealistic, physically based rendering, IMAX cinematic, volumetric lighting, extremely detailed, 8K, temporal consistency.

fraktal riemann_sphere_msltoe_v1_001, 832×448, 24 fps, 483 klatek
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ParametrWartość
Model AILTX-2 2.0 Distilled 19B (FP8)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (EVG)
Rozdzielczość generacji1280 × 704 px
Liczba klatek481
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.5
Sliding Window481 klatek
Seed991612373
Czas generacji9 min 56 s
Transform the animation into an ultra-realistic microscopic journey inside a gigantic alien cell. Preserve the original camera path and geometry exactly. Every fractal structure becomes intracellular biology: membranes, mitochondria-like energy structures, endoplasmic networks, protein filaments, cytoplasm, giant nuclei, vesicles, molecular machinery, living organelles and flowing biological fluids. The environment is filled with translucent membranes, suspended particles, flowing proteins, bioluminescent enzymes and microscopic fibers. Wet organic materials, realistic subsurface scattering, cinematic macro lens, shallow volumetric fog, extreme biological realism, IMAX nature documentary.
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji1280 × 704 px
Liczba klatek481
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.9
Sliding Window481 klatek
Seed369847473
Czas generacji13 min 04 s
Transform the animation into an ultra-realistic microscopic journey inside a gigantic alien cell. Preserve the original camera path and geometry exactly. Every fractal structure becomes intracellular biology: membranes, mitochondria-like energy structures, endoplasmic networks, protein filaments, cytoplasm, giant nuclei, vesicles, molecular machinery, living organelles and flowing biological fluids. The environment is filled with translucent membranes, suspended particles, flowing proteins, bioluminescent enzymes and microscopic fibers. Wet organic materials, realistic subsurface scattering, cinematic macro lens, shallow volumetric fog, extreme biological realism, IMAX nature documentary.

rocks, cliffs, crystals, buildings, city, machinery, metal, mechanical parts, concrete, stone, desert, cave, mountain, fantasy landscape, low detail, cartoon
ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiText-to-Video (DV)
Rozdzielczość generacji832 × 624 px
Liczba klatek81
Liczba kroków (Steps)30
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Seed932963972
Czas generacji12 min 45 s
Transform the animation into an ultra-realistic microscopic journey inside a gigantic alien cell. Preserve the original camera path and geometry exactly. Every fractal structure becomes intracellular biology: membranes, mitochondria-like energy structures, endoplasmic networks, protein filaments, cytoplasm, giant nuclei, vesicles, molecular machinery, living organelles and flowing biological fluids. The environment is filled with translucent membranes, suspended particles, flowing proteins, bioluminescent enzymes and microscopic fibers. Wet organic materials, realistic subsurface scattering, cinematic macro lens, shallow volumetric fog, extreme biological realism, IMAX nature documentary.
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (EVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek481
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.5
Sliding Window481 klatek
Seed283611110
Czas generacji4 min 42 s
Transform the animation into an ultra-realistic journey through the interior of a gigantic extraterrestrial living superorganism. Preserve the original camera movement, geometry, scale and perspective exactly. Reinterpret every fractal structure as living biological tissue, enormous cellular colonies, bioluminescent membranes, vascular networks, neural fibers, pulsating organs, translucent biofilms, giant spores, microscopic hairs, sensory cilia and complex alien anatomy. The spherical structures become gigantic living cells and biological organs connected by glowing vascular tissue. Fine fractal filaments become nerves, capillaries and microscopic biological structures. Surfaces are soft, moist, semi-translucent and alive with subtle rhythmic motion. Warm green, cyan, turquoise and amber bioluminescence illuminate the organism from within. Dense volumetric atmosphere, floating spores, microscopic particles, realistic subsurface scattering, wet organic materials, physically based rendering, cinematic macro photography, extreme biological detail. Smooth cinematic camera flight, stable motion, realistic inertia, no shaking, no flickering, preserve temporal consistency.

rocks, cliffs, crystals, buildings, city, machinery, metal, mechanical parts, concrete, stone, desert, cave, mountain, fantasy landscape, low detail, cartoon
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (GGUF Q8_0)
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek481
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.9
Sliding Window481 klatek
Seed919820487
Czas generacji7 min 22 s
Transform the animation into an ultra-realistic microscopic journey inside a gigantic alien cell. Preserve the original camera path and geometry exactly. Every fractal structure becomes intracellular biology: membranes, mitochondria-like energy structures, endoplasmic networks, protein filaments, cytoplasm, giant nuclei, vesicles, molecular machinery, living organelles and flowing biological fluids. The environment is filled with translucent membranes, suspended particles, flowing proteins, bioluminescent enzymes and microscopic fibers. Wet organic materials, realistic subsurface scattering, cinematic macro lens, shallow volumetric fog, extreme biological realism, IMAX nature documentary.

rocks, cliffs, crystals, buildings, city, machinery, metal, mechanical parts, concrete, stone, desert, cave, mountain, fantasy landscape, low detail, cartoon

img to video

https://tiny.pl/0sprv1mt9
↓

ParametrWartość
Model AILTX-2 2.0 Distilled 19B (FP8)
Model bazowyLTX-2 19B
Typ generacjiImage-to-Video (Single Image)
Rozdzielczość generacji1280 × 704 px
Liczba klatek81
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Input Strength1.0
Sliding Window481 klatek
Seed3054600
Czas generacji2 min 12 s
Preserve the original brown dwarf exactly. Only animate the atmosphere while keeping the camera perfectly static. The brown dwarf rotates slowly on its axis. The bright atmospheric bands exhibit subtle differential motion, with hot plasma flowing smoothly around the planet. Convective cloud structures gently evolve, glowing storms slowly circulate, the polar vortex gradually rotates, and faint thermal waves ripple through the upper atmosphere. Subtle volumetric emission from the hottest regions, realistic gas dynamics, physically based lighting, stable planetary geometry, cinematic astrophotography, NASA quality, extremely coherent temporal consistency, no changes to the planet’s overall appearance.

changing planet shape, rocky surface, camera movement, zoom, orbit, morphing, flickering, extra stars, extra planets, deformation, unstable atmosphere
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (FP8)
Model bazowyLTX-2 19B
Typ generacjiImage-to-Video (Single Image)
Rozdzielczość generacji1280 × 704 px
Liczba klatek241
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Input Strength1.0
Sliding Window481 klatek
Seed336583506
Czas generacji3 min 26 s
Preserve the original brown dwarf exactly. Only animate the atmosphere while keeping the camera perfectly static. The brown dwarf rotates slowly on its axis. The bright atmospheric bands exhibit subtle differential motion, with hot plasma flowing smoothly around the planet. Convective cloud structures gently evolve, glowing storms slowly circulate, the polar vortex gradually rotates, and faint thermal waves ripple through the upper atmosphere. Subtle volumetric emission from the hottest regions, realistic gas dynamics, physically based lighting, stable planetary geometry, cinematic astrophotography, NASA quality, extremely coherent temporal consistency, no changes to the planet’s overall appearance.

changing planet shape, rocky surface, camera movement, zoom, orbit, morphing, flickering, extra stars, extra planets, deformation, unstable atmosphere
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (FP8)
Model bazowyLTX-2 19B
Typ generacjiImage-to-Video (Single Image)
Rozdzielczość generacji1280 × 704 px
Liczba klatek81
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Input Strength1.0
Sliding Window481 klatek
Seed293461708
Czas generacji2 min 10 s
Preserve the original brown dwarf exactly. Only animate the atmosphere while keeping the camera perfectly static. The brown dwarf rotates slowly on its axis. The bright atmospheric bands exhibit subtle differential motion, with hot plasma flowing smoothly around the planet. Convective cloud structures gently evolve, glowing storms slowly circulate, the polar vortex gradually rotates, and faint thermal waves ripple through the upper atmosphere. Subtle volumetric emission from the hottest regions, realistic gas dynamics, physically based lighting, stable planetary geometry, cinematic astrophotography, NASA quality, extremely coherent temporal consistency, no changes to the planet’s overall appearance.

changing planet shape, rocky surface, camera movement, zoom, orbit, morphing, flickering, extra stars, extra planets, deformation, unstable atmosphere
ParametrWartość
Model AILTX-2 2.0 Distilled 19B (FP8)
Model bazowyLTX-2 19B
Typ generacjiImage-to-Video (Single Image)
Rozdzielczość generacji1280 × 704 px
Liczba klatek241
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Input Strength1.0
Sliding Window481 klatek
Seed809891378
Czas generacji3 min 22 s
Preserve the original brown dwarf exactly. Only animate the atmosphere while keeping the camera perfectly static. The brown dwarf rotates slowly on its axis. The bright atmospheric bands exhibit subtle differential motion, with hot plasma flowing smoothly around the planet. Convective cloud structures gently evolve, glowing storms slowly circulate, the polar vortex gradually rotates, and faint thermal waves ripple through the upper atmosphere. Subtle volumetric emission from the hottest regions, realistic gas dynamics, physically based lighting, stable planetary geometry, cinematic astrophotography, NASA quality, extremely coherent temporal consistency, no changes to the planet’s overall appearance.

changing planet shape, rocky surface, camera movement, zoom, orbit, morphing, flickering, extra stars, extra planets, deformation, unstable atmosphere
ParametrWartość
Model AILTX-2 2.3 Distilled 1.1 22B (INT8)
Model bazowyLTX-2 22B
Typ generacjiImage-to-Video (Single Image)
Rozdzielczość generacji1280 × 704 px
Liczba klatek241
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Input Strength1.0
Sliding Window481 klatek
Seed772378671
Czas generacji5 min 15 s
Preserve the original brown dwarf exactly. Only animate the atmosphere while keeping the camera perfectly static. The brown dwarf rotates slowly on its axis. The bright atmospheric bands exhibit subtle differential motion, with hot plasma flowing smoothly around the planet. Convective cloud structures gently evolve, glowing storms slowly circulate, the polar vortex gradually rotates, and faint thermal waves ripple through the upper atmosphere. Subtle volumetric emission from the hottest regions, realistic gas dynamics, physically based lighting, stable planetary geometry, cinematic astrophotography, NASA quality, extremely coherent temporal consistency, no changes to the planet’s overall appearance.

changing planet shape, rocky surface, camera movement, zoom, orbit, morphing, flickering, extra stars, extra planets, deformation, unstable atmosphere
ParametrWartość
Model AIHunyuan Video 1.5 Image-to-Video 8B (480p, INT8)
Model bazowyHunyuan Video 1.5 I2V
Typ generacjiImage-to-Video (Single Image)
Rozdzielczość generacji832 × 624 px
Liczba klatek129
Liczba kroków (Steps)30
CFG (Guidance Scale)6
Flow Shift5
Sliding Window129 klatek
Seed759531441
Czas generacji28 min 40 s
Preserve the original brown dwarf exactly. A massive brown dwarf slowly rotates in deep interstellar space while maintaining its original appearance and composition. Animate only the atmosphere. Bright orange and crimson cloud bands flow smoothly around the sphere with realistic differential rotation. Hot infrared cloud layers continuously evolve through turbulent convection. A large cyclonic vortex near the north pole rotates slowly while remaining stable. Subtle glowing hot spots pulse beneath semi-transparent clouds, revealing the immense internal heat of the brown dwarf. Soft volumetric thermal emission, realistic atmospheric turbulence, physically accurate gas giant dynamics, cinematic NASA astrophotography, scientific visualization, ultra realistic, highly detailed, stable planetary geometry, temporal consistency, no camera movement, no scene changes.

camera movement, zoom, orbit, changing planet shape, morphing, rocky surface, mountains, continents, oceans, rings, moons, extra planets, explosions, excessive lightning, unstable geometry, flickering, blur, oversaturated colors, cartoon, anime, text, watermark, logo
ParametrWartość
Model AIWan 2.2 TextImage2Video 5B
Model bazowyWan 2.2 5B
Typ generacjiImage-to-Video (Single Image)
Rozdzielczość generacji1280 × 704 px
Liczba klatek121
Liczba kroków (Steps)21
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
Sliding Window121 klatek
Seed84422975
Czas generacji7 min 51 s
Preserve the original image exactly. Animate only the atmospheric motion and slow planetary rotation. Keep the overall appearance, cloud pattern, colors and geometry unchanged. A massive brown dwarf floating in deep space, slowly rotating on its axis. Dark reddish-brown atmosphere with glowing orange and crimson cloud bands. Hot infrared cloud layers slowly flow around the planet with realistic differential rotation. A large cyclonic storm near the north pole rotates gradually. Turbulent convection cells continuously evolve, bright hot spots pulse softly beneath semi-transparent clouds. Subtle thermal shimmer, realistic volumetric atmosphere, physically accurate gas giant dynamics, cinematic NASA astrophotography, ultra detailed, stable spherical geometry, smooth continuous motion, deep black space with distant stars, no camera movement, highly coherent animation.

camera movement, zoom, orbit, changing planet shape, extra planets, rings, moons, rocky surface, continents, oceans, explosions, excessive lightning, morphing, flickering, unstable geometry, blur, low quality, text, watermark
ParametrWartość
Model AIWan 2.2 TextImage2Video 5B
Model bazowyWan 2.2 5B
Typ generacjiImage-to-Video (Single Image)
Rozdzielczość generacji832 × 608 px
Liczba klatek81
Liczba kroków (Steps)21
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
Sliding Window121 klatek
Seed564596925
Czas generacji2 min 50 s
Preserve the original image exactly. Animate only the atmospheric motion and slow planetary rotation. Keep the overall appearance, cloud pattern, colors and geometry unchanged. A massive brown dwarf floating in deep space, slowly rotating on its axis. Dark reddish-brown atmosphere with glowing orange and crimson cloud bands. Hot infrared cloud layers slowly flow around the planet with realistic differential rotation. A large cyclonic storm near the north pole rotates gradually. Turbulent convection cells continuously evolve, bright hot spots pulse softly beneath semi-transparent clouds. Subtle thermal shimmer, realistic volumetric atmosphere, physically accurate gas giant dynamics, cinematic NASA astrophotography, ultra detailed, stable spherical geometry, smooth continuous motion, deep black space with distant stars, no camera movement, highly coherent animation.

camera movement, zoom, orbit, changing planet shape, extra planets, rings, moons, rocky surface, continents, oceans, explosions, excessive lightning, morphing, flickering, unstable geometry, blur, low quality, text, watermark
ParametrWartość
Model AIHunyuan Video 1.5 Image-to-Video 8B (480p, INT8)
Model bazowyHunyuan Video 1.5 I2V
Typ generacjiImage-to-Video (Single Image)
Rozdzielczość generacji832 × 624 px
Liczba klatek81
Liczba kroków (Steps)30
CFG (Guidance Scale)6
Flow Shift5
Sliding Window81 klatek
Seed571682306
Czas generacji15 min 12 s
Preserve the original brown dwarf exactly. A massive brown dwarf slowly rotates in deep interstellar space while maintaining its original appearance and composition. Animate only the atmosphere. Bright orange and crimson cloud bands flow smoothly around the sphere with realistic differential rotation. Hot infrared cloud layers continuously evolve through turbulent convection. A large cyclonic vortex near the north pole rotates slowly while remaining stable. Subtle glowing hot spots pulse beneath semi-transparent clouds, revealing the immense internal heat of the brown dwarf. Soft volumetric thermal emission, realistic atmospheric turbulence, physically accurate gas giant dynamics, cinematic NASA astrophotography, scientific visualization, ultra realistic, highly detailed, stable planetary geometry, temporal consistency, no camera movement, no scene changes.

camera movement, zoom, orbit, changing planet shape, morphing, rocky surface, mountains, continents, oceans, rings, moons, extra planets, explosions, excessive lightning, unstable geometry, flickering, blur, oversaturated colors, cartoon, anime, text, watermark, logo

Fraktal aexion2, 832×480, 16 fps, 241 klatek
↓

ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiText-to-Video (DLV)
Rozdzielczość generacji832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)30
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Seed601108251
Czas generacji12 min 20 s
The camera executes a silent, low-altitude glide mere meters above the terrain, moving steadily forward between gigantic crystalline towers and impossible organic structures. Massive cathedral-like spires pierce the dark sky, framing endless districts that stretch to the horizon. Soft volumetric fog blankets the streets, generating a glowing atmospheric haze that envelopes the buildings. Distant blue and violet energy lights flicker rhythmically, casting long shadows across the ancient, abandoned landscape built by an advanced extraterrestrial civilization. Maintain strong sense of scale with slow cinematic motion and subtle parallax shifts. Ensure gentle camera stabilization to preserve realistic inertia. Avoid any sudden turns, zooms, or shaking. Keep the original fractal geometry and textures intact. Render highly detailed, atmospheric science fiction visuals in crisp 8K resolution.
ParametrWartość
Model AILTX-2 2.0 Distilled GGUF Q8_0 19B
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek241
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength1.0
Sliding Window481 klatek
Seed423727008
Czas generacji4 min 46 s
The camera executes a silent, low-altitude glide mere meters above the terrain, moving steadily forward between gigantic crystalline towers and impossible organic structures. Massive cathedral-like spires pierce the dark sky, framing endless districts that stretch to the horizon. Soft volumetric fog blankets the streets, generating a glowing atmospheric haze that envelopes the buildings. Distant blue and violet energy lights flicker rhythmically, casting long shadows across the ancient, abandoned landscape built by an advanced extraterrestrial civilization. Maintain strong sense of scale with slow cinematic motion and subtle parallax shifts. Ensure gentle camera stabilization to preserve realistic inertia. Avoid any sudden turns, zooms, or shaking. Keep the original fractal geometry and textures intact. Render highly detailed, atmospheric science fiction visuals in crisp 8K resolution.
ParametrWartość
Model AILTX-2 2.0 Distilled GGUF Q8_0 19B
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji1280 × 704 px
Liczba klatek241
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.3
Sliding Window481 klatek
Seed784565988
Czas generacji6 min 49 s
The camera executes a silent, low-altitude glide mere meters above the terrain, moving steadily forward between gigantic crystalline towers and impossible organic structures. Massive cathedral-like spires pierce the dark sky, framing endless districts that stretch to the horizon. Soft volumetric fog blankets the streets, generating a glowing atmospheric haze that envelopes the buildings. Distant blue and violet energy lights flicker rhythmically, casting long shadows across the ancient, abandoned landscape built by an advanced extraterrestrial civilization. Maintain strong sense of scale with slow cinematic motion and subtle parallax shifts. Ensure gentle camera stabilization to preserve realistic inertia. Avoid any sudden turns, zooms, or shaking. Keep the original fractal geometry and textures intact. Render highly detailed, atmospheric science fiction visuals in crisp 8K resolution.
ParametrWartość
Model AILTX-2 2.0 Distilled GGUF Q8_0 19B
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek241
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.2
Sliding Window481 klatek
Seed466724825
Czas generacji4 min 24 s
The camera executes a silent, low-altitude glide mere meters above the terrain, moving steadily forward between gigantic crystalline towers and impossible organic structures. Massive cathedral-like spires pierce the dark sky, framing endless districts that stretch to the horizon. Soft volumetric fog blankets the streets, generating a glowing atmospheric haze that envelopes the buildings. Distant blue and violet energy lights flicker rhythmically, casting long shadows across the ancient, abandoned landscape built by an advanced extraterrestrial civilization. Maintain strong sense of scale with slow cinematic motion and subtle parallax shifts. Ensure gentle camera stabilization to preserve realistic inertia. Avoid any sudden turns, zooms, or shaking. Keep the original fractal geometry and textures intact. Render highly detailed, atmospheric science fiction visuals in crisp 8K resolution.
ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiText-to-Video (DV)
Rozdzielczość generacji832 × 480 px (480p)
Liczba klatek161
Liczba kroków (Steps)30
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Seed636656649
Czas generacji20 min 4 s
The camera executes a silent, low-altitude glide mere meters above the terrain, moving steadily forward between gigantic crystalline towers and impossible organic structures. Massive cathedral-like spires pierce the dark sky, framing endless districts that stretch to the horizon. Soft volumetric fog blankets the streets, generating a glowing atmospheric haze that envelopes the buildings. Distant blue and violet energy lights flicker rhythmically, casting long shadows across the ancient, abandoned landscape built by an advanced extraterrestrial civilization. Maintain strong sense of scale with slow cinematic motion and subtle parallax shifts. Ensure gentle camera stabilization to preserve realistic inertia. Avoid any sudden turns, zooms, or shaking. Keep the original fractal geometry and textures intact. Render highly detailed, atmospheric science fiction visuals in crisp 8K resolution.

Fraktal aexion2, 640×360, 30 fps
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ParametrWartość
Model AILTX-2 2.0 Distilled GGUF Q8_0 19B
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek481
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.3
Sliding Window481 klatek
Seed5462476
Czas generacji7 min 8 s

The camera executes a silent, low-altitude glide mere meters above the terrain, moving steadily forward between gigantic crystalline towers and impossible organic structures. Massive cathedral-like spires pierce the dark sky, framing endless districts that stretch to the horizon. Soft volumetric fog blankets the streets, generating a glowing atmospheric haze that envelopes the buildings. Distant blue and violet energy lights flicker rhythmically, casting long shadows across the ancient, abandoned landscape built by an advanced extraterrestrial civilization. Maintain strong sense of scale with slow cinematic motion and subtle parallax shifts. Ensure gentle camera stabilization to preserve realistic inertia. Avoid any sudden turns, zooms, or shaking. Keep the original fractal geometry and textures intact. Render highly detailed, atmospheric science fiction visuals in crisp 8K resolution.

ParametrWartość
Model AILTX-2 2.0 Distilled GGUF Q8_0 19B
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek697
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.3
Sliding Window481 klatek
Seed807857894
Czas generacji11 min 21 s
The camera executes a silent, low-altitude glide mere meters above the terrain, moving steadily forward between gigantic crystalline towers and impossible organic structures. Massive cathedral-like spires pierce the dark sky, framing endless districts that stretch to the horizon. Soft volumetric fog blankets the streets, generating a glowing atmospheric haze that envelopes the buildings. Distant blue and violet energy lights flicker rhythmically, casting long shadows across the ancient, abandoned landscape built by an advanced extraterrestrial civilization. Maintain strong sense of scale with slow cinematic motion and subtle parallax shifts. Ensure gentle camera stabilization to preserve realistic inertia. Avoid any sudden turns, zooms, or shaking. Keep the original fractal geometry and textures intact. Render highly detailed, atmospheric science fiction visuals in crisp 8K resolution.
ParametrWartość
Model AILTX-2 2.0 Distilled GGUF Q8_0 19B
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek737
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.3
Sliding Window481 klatek
Seed781339855
Czas generacji11 min 40 s
The camera executes a silent, low-altitude glide mere meters above the terrain, moving steadily forward between gigantic crystalline towers and impossible organic structures. Massive cathedral-like spires pierce the dark sky, framing endless districts that stretch to the horizon. Soft volumetric fog blankets the streets, generating a glowing atmospheric haze that envelopes the buildings. Distant blue and violet energy lights flicker rhythmically, casting long shadows across the ancient, abandoned landscape built by an advanced extraterrestrial civilization. Maintain strong sense of scale with slow cinematic motion and subtle parallax shifts. Ensure gentle camera stabilization to preserve realistic inertia. Avoid any sudden turns, zooms, or shaking. Keep the original fractal geometry and textures intact. Render highly detailed, atmospheric science fiction visuals in crisp 8K resolution.
ParametrWartość
Model AILTX-2 2.0 Distilled GGUF Q8_0 19B
Model bazowyLTX-2 19B
Typ generacjiVideo-to-Video (DVG)
Rozdzielczość generacji832 × 448 px
Liczba klatek737
Liczba kroków (Steps)8
CFG Phase 11.0
CFG Phase 25.0
Denoising Strength0.2
Sliding Window481 klatek
Seed86877070
Czas generacji11 min 40 s
The camera executes a silent, low-altitude glide mere meters above the terrain, moving steadily forward between gigantic crystalline towers and impossible organic structures. Massive cathedral-like spires pierce the dark sky, framing endless districts that stretch to the horizon. Soft volumetric fog blankets the streets, generating a glowing atmospheric haze that envelopes the buildings. Distant blue and violet energy lights flicker rhythmically, casting long shadows across the ancient, abandoned landscape built by an advanced extraterrestrial civilization. Maintain strong sense of scale with slow cinematic motion and subtle parallax shifts. Ensure gentle camera stabilization to preserve realistic inertia. Avoid any sudden turns, zooms, or shaking. Keep the original fractal geometry and textures intact. Render highly detailed, atmospheric science fiction visuals in crisp 8K resolution.

Fraktal aexion2, 832×480, 16 fps, 81 klatek
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ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiScene-to-Video (DSV)
Rozdzielczość generacji832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)30
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Seed106385565
Czas generacji12 min 18 s
Ultra-smooth cinematic low-altitude flyover above an immense alien megacity carved from surreal fractal architecture. The camera glides only a few meters above the ground, moving steadily forward between gigantic crystalline towers and impossible organic structures. Massive cathedral-like spires rise into the dark sky, with endless districts stretching to the horizon. Soft volumetric fog fills the streets, glowing atmospheric haze surrounds the buildings, mysterious blue and violet energy lights flicker in the distance. The city feels ancient, abandoned, and built by an advanced extraterrestrial civilization. Strong sense of scale, slow cinematic motion, subtle parallax, gentle camera stabilization, realistic inertia, no sudden turns, no zoom, no shaking, preserve the original fractal geometry and textures, highly detailed, atmospheric, science fiction, 8K.
ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiText-to-Video (DV)
Rozdzielczość generacji832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)20
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Seed355907925
Czas generacji6 min 39 s
Ultra-smooth cinematic low-altitude flyover above an immense alien megacity carved from surreal fractal architecture. The camera glides only a few meters above the ground, moving steadily forward between gigantic crystalline towers and impossible organic structures. Massive cathedral-like spires rise into the dark sky, with endless districts stretching to the horizon. Soft volumetric fog fills the streets, glowing atmospheric haze surrounds the buildings, mysterious blue and violet energy lights flicker in the distance. The city feels ancient, abandoned, and built by an advanced extraterrestrial civilization. Strong sense of scale, slow cinematic motion, subtle parallax, gentle camera stabilization, realistic inertia, no sudden turns, no zoom, no shaking, preserve the original fractal geometry and textures, highly detailed, atmospheric, science fiction, 8K.
ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiText-to-Video (DV)
Rozdzielczość generacji832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)20
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Seed813564526
Czas generacji6 min 40 s
Ultra-smooth cinematic low-altitude flyover above an immense alien megacity carved from surreal fractal architecture. The camera glides only a few meters above the ground, moving steadily forward between gigantic crystalline towers and impossible organic structures. Massive cathedral-like spires rise into the dark sky, with endless districts stretching to the horizon. Soft volumetric fog fills the streets, glowing atmospheric haze surrounds the buildings, mysterious blue and violet energy lights flicker in the distance. The city feels ancient, abandoned, and built by an advanced extraterrestrial civilization. Strong sense of scale, slow cinematic motion, subtle parallax, gentle camera stabilization, realistic inertia, no sudden turns, no zoom, no shaking, preserve the original fractal geometry and textures, highly detailed, atmospheric, science fiction, 8K.
ParametrWartość
Model AIVACE 1.3B
Model bazowyWan 2.1 Text-to-Video 1.3B
Typ generacjiText-to-Video (DLV)
Rozdzielczość generacji832 × 480 px (480p)
Liczba klatek81
Liczba kroków (Steps)30
CFG (Guidance Scale)5
Flow Shift5
SamplerUniPC
ControlNet Weight1.0
Sliding Window81 klatek
Seed123950696
Czas generacji12 min 21 s
The camera executes a silent, low-altitude glide mere meters above the terrain, moving steadily forward between gigantic crystalline towers and impossible organic structures. Massive cathedral-like spires pierce the dark sky, framing endless districts that stretch to the horizon. Soft volumetric fog blankets the streets, generating a glowing atmospheric haze that envelopes the buildings. Distant blue and violet energy lights flicker rhythmically, casting long shadows across the ancient, abandoned landscape built by an advanced extraterrestrial civilization. Maintain strong sense of scale with slow cinematic motion and subtle parallax shifts. Ensure gentle camera stabilization to preserve realistic inertia. Avoid any sudden turns, zooms, or shaking. Keep the original fractal geometry and textures intact. Render highly detailed, atmospheric science fiction visuals in crisp 8K resolution.

Podsumowanie testów modeli AI w WanGP

Po wykonaniu kilkudziesięciu testów na stacji roboczej HP Z440 z RTX 5060 16 GB można wyciągnąć następujące wnioski.

LTX-2 (19B / 22B)

To obecnie najlepszy model do generowania wideo.

Zalety:

  • zdecydowanie najszybszy spośród testowanych modeli,
  • najwyższa jakość obrazu,
  • bardzo dobra spójność między klatkami,
  • obsługa bardzo długich sekwencji (nawet 737 klatek),
  • duże Sliding Window – 481 klatek,
  • obsługuje zarówno Image-to-Video, jak i Video-to-Video,
  • możliwość generowania filmu wraz z dźwiękiem.

Profile pamięci:

  • Image-to-Video 720p – najlepiej używać Profilu 3, zużycie około 13–15 GB VRAM.
  • Video-to-Video – bez problemu działa na Profilu 2.

Wan VACE

Model bardzo dobrze sprawdza się jako narzędzie Video-to-Video z zachowaniem ruchu oraz geometrii oryginalnego filmu.

Zalety:

  • bardzo dobre efekty stylizacji,
  • świetne zachowanie ruchu kamery,
  • dobre wykorzystanie ControlNet.

Wady:

  • wyraźnie wolniejszy od LTX-2,
  • maksymalnie około 81–121 klatek,
  • znacznie mniejsze Sliding Window (81–121 klatek).

Najlepiej sprawdza się przy krótkich transformacjach materiałów źródłowych.

Hunyuan Video 1.5

Model oferuje dobrą jakość Image-to-Video, jednak wymaga odpowiedniego doboru profilu.

Najlepsza konfiguracja:

  • Image-to-Video 480p
  • Profil 3
  • około 13 GB VRAM

Przy użyciu Profilu 2 model działał mniej optymalnie.

Profile pamięci WanGP

Profil 2
  • preferowany dla modeli z dużym offloadem do RAM,
  • bardzo niskie zużycie VRAM (np. Wan Image-to-Video około 6 GB VRAM),
  • model pozostaje w pamięci RAM i do VRAM trafiają tylko potrzebne fragmenty.
Profil 3
  • większe wykorzystanie VRAM (około 13–16 GB w zależności od modelu),
  • zalecany dla bardziej wymagających modeli, takich jak:
    • LTX-2 Image-to-Video (720p+),
    • Hunyuan Image-to-Video,
  • warto przełączyć się na Profil 3, gdy Profil 2 powoduje błędy(OOM RAM).

Jeżeli pojawi się błąd Out of Memory (OOM), warto poeksperymentować z przełączeniem między Profilem 2 i 3, ponieważ skuteczność zależy od konkretnego modelu i sposobu jego offloadu.

Najważniejszy wniosek: obecnie LTX-2 oferuje najlepszy kompromis między szybkością, jakością obrazu i długością generowanych sekwencji. Wan VACE pozostaje bardzo dobrym wyborem do stylizacji istniejących filmów (Video-to-Video), natomiast Hunyuan 1.5 sprawdza się głównie w Image-to-Video przy odpowiednio dobranym profilu pamięci.

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