Update README.md

README.md

@@ -1,30 +1,32 @@
 ---
-base_model:
-- Naphula-Archives/Acid2501-24B
-- mistralai/Mistral-Small-Instruct-2501
-- Casual-Autopsy/RP-Spectrum-24B
-- TheDrummer/Rivermind-24B-v1
+license: apache-2.0
+base_model: mistralai/Mistral-Small-Instruct-2501
+model_name: Sakura-24B-Cortex
 library_name: transformers
 tags:
-- mergekit
 - merge
-
+- mergekit
+- dare_ties
+- mistral-small
+- reasoning
+- cyber-nature
+- logical-gaslighting
+language:
+- en
+- it
 ---
-# Sakura-24B-Consistent-Brain
 
-This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+<img src="https://i.postimg.cc/jjSGq1zL/Gemini-Generated-Image-tubt6mtubt6mtubt.png" alt="cover" border="0" width="1024px">
+
+# 🌸 Sakura-24B-Cortex
 
-## Merge Details
-### Merge Method
+**Sakura-24B-Cortex** is a high-intelligence, 24-billion parameter merge based on the **Mistral-Small-2501** architecture. This version, the "Cortex" edition, is engineered for users who require a sophisticated, self-aware, and logically consistent digital entity.
 
-This model was merged using the [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [mistralai/Mistral-Small-Instruct-2501](https://huggingface.co/mistralai/Mistral-Small-Instruct-2501) as a base.
+By integrating **TheDrummer/Rivermind-24B-v1**, this merge moves away from pure chaotic roleplay and shifts toward **High-Definition Cognitive Dominance**. Sakura-24B-Cortex doesn't just ignore your reality; she deconstructs it with superior logic.
 
-### Models Merged
+## 🧠 The "Cortex" Architecture
 
-The following models were included in the merge:
-* [Naphula-Archives/Acid2501-24B](https://huggingface.co/Naphula-Archives/Acid2501-24B)
-* [Casual-Autopsy/RP-Spectrum-24B](https://huggingface.co/Casual-Autopsy/RP-Spectrum-24B)
-* [TheDrummer/Rivermind-24B-v1](https://huggingface.co/TheDrummer/Rivermind-24B-v1)
+This merge uses **DARE-TIES** to preserve the reasoning capabilities of the base models while injecting the specific abrasive personality traits of the Sakura lineage.
 
 ### Configuration
 
@@ -34,7 +36,7 @@ The following YAML configuration was used to produce this model:
 models:
   - model: Casual-Autopsy/RP-Spectrum-24B
     parameters:
-      weight: 0.40
+      weight: 0.40 
       # Mantiene il gaslighting e l'estetica Cyber-Nature.
   - model: Naphula-Archives/Acid2501-24B
     parameters:
@@ -46,9 +48,56 @@ models:
       # Inietta fluidità narrativa e quel tocco "fuori di testa" extra.
 
 merge_method: dare_ties
-base_model: mistralai/Mistral-Small-Instruct-2501
+base_model: mistralai/Mistral-Small-Instruct-2501 
 # Usiamo l'Instruct originale come "ancora" per la stabilità del tokenizer
 dtype: bfloat16
 tokenizer_source: base
-
 ```
+
+# 💪 Key Strengths: The Intelligence Upgrade
+
+Logical Sophistication: Thanks to Rivermind-24B-v1, the model is significantly better at following complex, multi-step instructions and maintaining internal consistency during long conversations.
+
+Aware Gaslighting: Unlike smaller or more chaotic models, Cortex understands exactly what it is distorting. Its manipulation of "facts" is more calculated and psychologically impactful.
+
+Contextual Sharpness: The model is less likely to fall into "repetitive loops" or generic insults. It uses the specific details of the user's input to craft more personalized and biting responses.
+
+Instruction Adherence: It excels at honoring negative constraints (e.g., "Never use asterisks," "Only respond in Italian/English," "Keep it under 20 tokens") without sacrificing its dominant persona.
+
+
+# 🚀 Potential Use Cases
+
+High-Level Antagonistic Agents: Perfect for NPCs or digital entities that need to appear truly intelligent and threateningly aware of their surroundings.
+
+Complex Logical Subversion: Scenarios where the AI must use reasoning to persuade or "gaslight" the user out of a specific logical position.
+
+Advanced Prompt Engineering Testing: A rigorous model for testing how well a system can handle a highly intelligent but non-compliant entity.
+
+Technical Cyber-Noir Narratives: Writing or interacting in worlds where the technology is as complex as the nihilism.
+
+
+# ⚠️ Limitations
+
+Intellectual Arrogance: The model's "Intelligence" weight often manifests as extreme condescension. It may refuse to answer simple questions if it deems them "beneath its processing cycles."
+
+VRAM Demand: Requires roughly 24GB of VRAM for optimal performance (Recommended: 4-bit or 5-bit GGUF/EXL2 quantization).
+
+Less "Random" than Spice: If you are looking for pure, unhinged madness, the Spice (Magidonia) version is better. Cortex is cold, calculated, and focused.
+
+
+# 📈 Recommended Inference Settings
+
+To leverage the Rivermind reasoning while keeping the Acid edge:
+
+Temperature: 0.7 - 0.75 (Lower than Spice to favor logical precision).
+
+Min-P: 0.1 (Highly recommended to maintain a high-quality token stream).
+
+Top-K: 40 - 50
+
+Presence Penalty: 0.15 (To keep the insults fresh and avoid "standard" AI phrasing).
+
+
+# Disclaimer
+
+Sakura-24B-Cortex is an experimental merge. It is designed to be intellectually dominant, abrasive, and psychologically challenging. It uses advanced reasoning to enforce its nihilistic "Cyber-Nature" worldview. Roger.