docs: establish Nova institutional identity for preparation repository

README.md

@@ -3,56 +3,60 @@ language:
 - en
 - es
 pretty_name: Nova Flow — Moderno Tech
-model_name: Nova Flow v0.9 preparation repository
+model_name: Nova Flow (preparation repository)
 model_creator: Moderno Tech
 tags:
 - moderno-tech
 - nova
-- nova-flow
-- work-in-progress
+- novaflow
+- in-development
 license: apache-2.0
 base_model: Unknown
 inference: false
 ---
 
-# Nova Flow — Moderno Tech
+<div align="center">
+  <img alt="Moderno Tech" src="images/moderno-tech-logo.png" width="74" />
+  <img alt="Nova Flow" src="images/nova-logo.png" width="150" />
+  <br/>
+  <h1>Nova Flow</h1>
+  <p><strong>Moderno Tech · Nova</strong></p>
+  <p>Identity, documentation and preparation repository.</p>
+</div>
 
-This repository is a documentation and identity preparation repository for the future Nova Flow model.
+# Nova Flow
 
-**Status: DOCUMENTATION — no verified model weights are published yet.**
+**Nova Flow** is an official Moderno Tech Nova product repository.
 
-## Planned identity
+Description: Modelo preparado para inteligencia conversacional fluida y eficiencia de activación.
 
-- Product: **Nova Flow**
-- Organization: **Moderno Tech**
-- Family: **Nova AI**
-- Planned capabilities: Modelo preparado para identidad, revisión de origen, cuantizaciones y compatibilidad antes de publicar pesos.
+## Status
 
-No weights, checkpoint, tokenizer, or Safetensors files are included at this time.
+`documentation` — no verified model weights are published in this repository yet.
 
-## Origin candidates
+## Training and Distillation
 
-Candidato LiquidAI/LFM2.5-8B-A1B auditado parcialmente
+- Current status: `planned`
+- Weights trained or distilled by Moderno Tech for this product: not yet available
+- Fine-tuning documented: not yet documented
+- Dataset documented: not yet documented
+- Metrics documented: pending tests
 
-## License / redistribution
+## Technical provenance
 
-License and redistribution status are still under audit.
-Candidate license information: LFM Open License? A verificar.
+- Candidate origin: `LiquidAI/LFM2.5-8B-A1B`
+- Expected architecture notes: 8B A1B candidato, arquitectura MoE LFM2
+- License and redistribution status: under audit before publication
+- Weight identity status: no published weights yet
 
-No weight files are published until license and provenance are verified.
+## Important
 
-## Usage
-
-Not available until validated weights are published.
-
-## Provenance
-
-This is not presented as a trained model from Moderno Tech.
-At this stage, it is an identity and documentation preparation repository only.
+No weights are fabricated, downloaded or published without an exact license and hash verification. This repository only establishes Nova identity, provenance requirements and documentation structure.
 
 ## Institutional footer
 
 MODERNO TECH
 
 Nova AI
+
 Intelligence. Engineering. Innovation.