Show pageOld revisionsBacklinksFold/unfold allBack to top This page is read only. You can view the source, but not change it. Ask your administrator if you think this is wrong. ====== FLUX.2 ====== <blockquote>//a disciplined artificer who refuses to add a single tool to the table unless you explicitly place it there//</blockquote> ===== General ===== Flux.2 **prioritizes strict prompt fidelity** over aesthetic interpretation or narrative expansion. It exhibits **extreme subject isolation**, minimal context injection, and highly controlled composition under all conditions. The model **refuses to invent environment**, requiring explicit instructions to introduce surrounding elements or scene context. **Lighting is treated as a localized system**, affecting illumination without altering scene semantics or injecting atmosphere. **Outputs are highly stable**, predictable, and structurally consistent, but **resistant to creative drift, chaos, and implicit storytelling**. ==== 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 === 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 ===== ==== Core ==== ^ **Null** ^ **Guided** ^ | {{:ai:flux2_-_old_grimoire_-_null.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-_guided.jpg?direct&200|}} | ==== Styles ==== ^ **Fantasy** ^ **Cinematographic** ^ **Hyper Realistic** ^ **Sylized Illustration** ^ | {{:ai:flux2_-_old_grimoire_-_stylized_fantasy.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-_cinematographic.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-_hyper_realistic.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-_stylized_illustration.jpg?direct&200|}} | ^ **Painterly** ^ Bright Whimsical ^ Graphic / Design ^ Technical / Scan-like ^ | {{:ai:flux2_-_old_grimoire_-_painterly.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-_whimsical.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-_graphic_design.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-_technical.jpg?direct&200|}} | ==== Light ==== ^ **Soft Natural** ^ **High Contrast** ^ **Volumetric Fog** ^ **Neon** ^ | {{:ai:flux2_-_old_grimoire_-_cinema-natural.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-_cinema-high_contrast.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-_cinema-volumetric_fog.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-_cinema-neon.jpg?direct&200|}} | ^ **Low key / dark / Moody** ^ **Overexposed / bright** ^ **Directional Spotlight** ^ **Warm & Cool** ^ | {{:ai:flux2_-_old_grimoire_-_cinema-low_key.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-_cinema-overexposed.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-_cinema-directional_sunlight.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-_cinema-warm_cool.jpg?direct&200|}} | ==== Environment Complexity ==== ^ **Structured** ^ **Multi-Ojbect** ^ **Dense Environment** ^ **Controlled Clutter** ^ | {{:ai:flux2_-_old_grimoire_-compo_-structured.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-compo_-multi_object.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-compo_-dense_environment.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-compo_-controlled_clutter.jpg?direct&200|}} | ^ **Chaotic** ^ **Chaos Control** ^ ^ ^ | {{:ai:flux2_-_old_grimoire_-compo_-chaotic.jpg?direct&200|}} | {{:ai:flux2_-_old_grimoire_-compo_-chaos_control.jpg?direct&200|}} | | | //Batches were run in march 2026.// ===== Expanded DNA ===== === 🔹 1. Strict Prompt Fidelity (Literal Execution Engine) === **The model executes instructions without semantic expansion or interpretation.** __Evidence:__ * no environment added unless explicitly requested * no narrative elements introduced * lighting changes do not create context 👉 //The model behaves like a compiler, not a storyteller// __Why it matters:__ * Pros: extreme control and predictability * Cons: requires very explicit prompting for richness ---- === 🔹 2. Environment Suppression === **The model actively avoids introducing scene context unless explicitly defined.** __Evidence:__ * neutral backgrounds across most generations * lighting does not imply location * structured prompts with vague environment hints are ignored 👉 //“environment” must be spelled out, not implied// ---- === 🔹 3. Absolute Subject Anchoring === **The primary object is never lost, degraded, or visually dominated.** __Evidence:__ * book remains: * centered * fully visible * clearly readable * even in chaos → still dominant 👉 //This is stronger than most models: subject ≠ negotiable// ---- === 🔹 4. Chaos Sanitization === **The model resists true disorder and restructures chaotic prompts into controlled compositions.** __Evidence:__ * chaotic prompts → still organized layouts * clutter remains visually readable * no true fragmentation or collapse 👉 //It does not generate chaos, it simulates it safely// ---- === 🔹 5. Lighting as Local Effect === **Lighting affects surfaces but does not redefine the scene.** __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// ---- === 🔹 6. Low Semantic Expansion Pressure === **The model does not infer or extend beyond the prompt’s explicit meaning.** __Evidence:__ * no added props * no implied setting * no stylistic drift beyond keywords 👉 //It waits for instruction instead of anticipating intent// ---- === 🔹 7. Composition Stability === **Framing remains consistent and controlled across all variations.** __Evidence:__ * centered compositions persist * margins respected * no aggressive cropping or reframing 👉 //The model prefers safe, readable framing over expressive composition// ---- === 🔹 8. Deterministic Behavior === **Outputs remain consistent across runs with minimal variation drift.** __Evidence:__ * similar structure across batches * stable lighting interpretation * predictable responses to prompts 👉 //This is a “production-safe” model, not an exploratory one// ---- ai/flux2.txt Last modified: 2026/04/03 00:16by mh