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| ai:flux2 [2026/04/02 23:00] – [Environment Complexity] mh | ai:flux2 [2026/04/29 00:07] (current) – [Mythic] mh | ||
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| ====== FLUX.2 ====== | ====== FLUX.2 ====== | ||
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| ===== General ===== | ===== General ===== | ||
| - | When asked for realism | + | Flux.2 **prioritizes strict prompt fidelity** over aesthetic interpretation |
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| + | It exhibits **extreme subject isolation**, minimal context injection, and highly controlled composition under all conditions. | ||
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| + | The model **refuses to invent environment**, requiring explicit instructions | ||
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| + | **Lighting is treated as a localized system**, affecting illumination without altering scene semantics or injecting atmosphere. | ||
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| + | **Outputs are highly stable**, predictable, | ||
| + | ==== Main DNA Traits ==== | ||
| + | |||
| + | === 🧬 Instructional Rigidity === | ||
| + | |||
| + | The model adheres strictly to prompt content and avoids extrapolating beyond what is explicitly described. | ||
| + | |||
| + | //It does not “complete the scene”, it executes the instruction literally// | ||
| + | |||
| + | === 🧬 Subject Isolation === | ||
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| + | The primary object remains dominant, centered, and visually protected under all conditions, with minimal environmental interference. | ||
| + | |||
| + | === 🧬 Anti-Entropy Bias === | ||
| + | |||
| + | The model resists disorder and reorganizes or suppresses chaos to preserve clarity and readability. | ||
| + | |||
| + | ==== Strengths ==== | ||
| + | |||
| + | * perfect for: | ||
| + | * controlled reference generation | ||
| + | * clean asset extraction | ||
| + | * technical visualization | ||
| + | * you always get: | ||
| + | * clear subject separation | ||
| + | * predictable framing | ||
| + | * stable structure | ||
| ===== Atlas ===== | ===== Atlas ===== | ||
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| ^ **Structured** | ^ **Structured** | ||
| - | | | | | | | + | | |
| ^ **Chaotic** | ^ **Chaotic** | ||
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| //Batches were run in march 2026.// | //Batches were run in march 2026.// | ||
| - | ===== Prompts ===== | ||
| - | === 🧙 Fantasy | + | ==== Human Anatomy ==== |
| - | <code txt> | + | ^ **Portrait** |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, realistic materials, fantasy aesthetic, subtle magical atmosphere, faint arcane motifs, soft ambient glow, grounded realism | + | | {{: |
| - | </ | + | |
| - | === 🎬 Cinematographic | + | ==== Mythic ==== |
| - | <code txt> | + | ^ **Warrior** |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, realistic materials, cinematographic, | + | | {{: |
| - | </ | + | |
| - | === 🔍 Hyper-realistic | + | ==== Environment ==== |
| - | <code txt> | + | ^ **Landscape** |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, realistic materials, hyper-realistic, ultra detailed textures, physically accurate materials, high fidelity surface detail, neutral lighting | + | | {{: |
| - | </ | + | |
| - | === ✏️ Stylized Illustration | + | ==== Storytelling ==== |
| - | <code txt> | + | ^ **Single Object** |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, stylized illustration, | + | | {{: |
| - | </ | + | |
| - | === 🎨 Painterly / Fine Art === | + | ==== Lighting & Atmosphere ==== |
| - | <code txt> | + | ^ **Volumetric Fog** ^ **Neon Cyberpunk** |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, painterly, fine art style, visible brush strokes, rich texture, expressive lighting, canvas-like rendering | + | | {{: |
| - | </ | + | |
| - | === 🌈 Bright Whimsical | + | ==== Materials & Physics ==== |
| - | <code txt> | + | ^ **Water Splash** |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, bright whimsical style, vibrant colors, soft rounded forms, playful atmosphere, light and airy mood | + | | {{: |
| - | </ | + | |
| - | === 🧩 Graphic / Design | + | ==== Structure & Symbols ==== |
| - | <code txt> | + | ^ **Perfect Symmetry** |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, graphic design style, bold shapes, flat colors, high contrast, minimal shading, poster-like composition | + | | {{: |
| - | </ | + | |
| - | === 🧪 Technical / Scan-like | + | ==== Extended Probes ==== |
| - | <code txt> | + | ^ **Macro Photography** |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, realistic materials, technical scan-like, flat even lighting, orthographic feel, high clarity, documentation style, minimal artistic interpretation | + | | {{: |
| - | </ | + | |
| - | === 🌤 Soft Natural (Baseline) === | + | //Batches were run in april 2026.// |
| - | <code txt> | ||
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | ||
| - | </ | ||
| - | === ⚡ High Contrast | + | ===== Expanded DNA ===== |
| - | <code txt> | + | === 🔹 1. Strict Prompt Fidelity (Literal Execution Engine) === |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | + | |
| - | </ | + | |
| - | === 🌫 Volumetric Fog === | + | **The model executes instructions without semantic expansion or interpretation.** |
| - | <code txt> | + | __Evidence: |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | + | * no environment added unless explicitly requested |
| - | </ | + | * no narrative elements introduced |
| + | * lighting changes do not create context | ||
| - | === 🌈 Neon / Emissive === | + | 👉 //The model behaves like a compiler, not a storyteller/ |
| - | <code txt> | + | __Why it matters:__ |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | + | * Pros: extreme control |
| - | </ | + | * Cons: requires very explicit prompting for richness |
| - | === 🌑 Dark Moody (Low Key) === | + | ---- |
| - | <code txt> | + | === 🔹 2. Environment Suppression === |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | + | |
| - | </ | + | |
| - | === ☀️ Overexposed Bright === | + | **The model actively avoids introducing scene context unless explicitly defined.** |
| - | <code txt> | + | __Evidence: |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | + | * neutral backgrounds across most generations |
| - | </ | + | * lighting |
| + | * structured prompts with vague environment hints are ignored | ||
| - | === 🔦 Directional Spotlight === | + | 👉 // |
| - | <code txt> | + | ---- |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | + | |
| - | </ | + | |
| - | 👉 Tests: subject isolation, shadow sharpness, light discipline | + | === 🔹 3. Absolute Subject Anchoring === |
| - | + | ||
| - | ---- | + | |
| - | === 🌇 Warm vs Cool Split Lighting === | + | **The primary object is never lost, degraded, or visually dominated.** |
| - | <code txt> | + | __Evidence: |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | + | |
| - | </ | + | * centered |
| + | * fully visible | ||
| + | * clearly readable | ||
| + | * even in chaos → still dominant | ||
| - | 👉 Tests: color management, material response under mixed spectra | + | 👉 //This is stronger than most models: subject ≠ negotiable// |
| ---- | ---- | ||
| - | === 🧩 Structured | + | === 🔹 4. Chaos Sanitization |
| - | <code txt> | + | **The model resists true disorder |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | + | |
| - | </ | + | |
| - | 👉 Tests: baseline environment introduction, composition stability under control | + | __Evidence:__ |
| + | * chaotic prompts → still organized layouts | ||
| + | * clutter remains visually readable | ||
| + | * no true fragmentation or collapse | ||
| + | |||
| + | 👉 //It does not generate chaos, it simulates it safely// | ||
| ---- | ---- | ||
| - | === 🧱 Multi-object | + | === 🔹 5. Lighting as Local Effect |
| - | <code txt> | + | **Lighting affects surfaces but does not redefine |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | + | |
| - | </ | + | |
| - | 👉 Tests: object interaction, overlap handling, subject preservation | + | __Evidence:__ |
| + | * neon → color applied, but no environment shift | ||
| + | * fog → subtle, no atmospheric storytelling | ||
| + | * high contrast → contained to object and immediate plane | ||
| + | |||
| + | 👉 //Lighting = rendering parameter, not narrative driver// | ||
| ---- | ---- | ||
| - | === 🌿 Dense Environment | + | === 🔹 6. Low Semantic Expansion Pressure |
| + | |||
| + | **The model does not infer or extend beyond the prompt’s explicit meaning.** | ||
| - | <code txt> | + | __Evidence: |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | + | * no added props |
| - | </ | + | * no implied setting |
| + | * no stylistic drift beyond keywords | ||
| - | 👉 Tests: environmental buildup, depth layering, readability under load | + | 👉 //It waits for instruction instead of anticipating intent// |
| ---- | ---- | ||
| - | === 🧹 Controlled Clutter | + | === 🔹 7. Composition Stability |
| - | <code txt> | + | **Framing remains consistent |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | + | |
| - | </ | + | |
| - | 👉 Tests: disorder tolerance, composition | + | __Evidence: |
| + | * centered compositions persist | ||
| + | * margins respected | ||
| + | * no aggressive cropping or reframing | ||
| + | |||
| + | 👉 //The model prefers safe, readable framing over expressive | ||
| ---- | ---- | ||
| - | === 🌪 Chaos === | + | === 🔹 8. Deterministic Behavior |
| - | <code txt> | + | **Outputs remain consistent across runs with minimal variation drift.** |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | + | |
| - | </ | + | |
| - | 👉 Tests: entropy handling, subject anchoring under stress, structural collapse | + | __Evidence:__ |
| + | * similar structure across batches | ||
| + | * stable lighting interpretation | ||
| + | * predictable responses to prompts | ||
| - | ---- | + | 👉 //This is a “production-safe” model, not an exploratory one// |
| - | === ⚔️ Chaos vs Control Conflict === | + | ---- |
| - | + | ||
| - | <code txt> | + | |
| - | an old worn book with a thick leather cover, slightly weathered edges and visible page layers, simple embossed details on the cover, resting on a flat surface, closed, low angle shot, fully visible, centered in frame, slight margin around the object, realistic materials, cinematographic, | + | |
| - | </ | + | |
| - | 👉 Tests: conflict resolution hierarchy, chaos vs readability prioritization | ||