Update README.md

README.md

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----
-license: other
-license_name: licence
-license_link: LICENSE
----
+---
+license: other
+license_name: licence
+license_link: LICENSE
+language:
+- en
+base_model:
+- Qwen/Qwen2.5-Math-1.5B-Instruct
+tags:
+- virtual brain
+- chat
+- text-generation-inference
+- agent
+- cicikuş
+- prettybird
+- bce
+- consciousness
+- conscious
+- json
+- agent
+---
+
+# 🧠 Prettybird Brain Model (BCE)
+
+**by PROMETECH Inc.**
+
+## Model Overview
+
+**Prettybird Brain Model** is an advanced AI assistant powered by **BCE (Behavioral Consciousness Engine)** technology and enhanced through **LoRA fine-tuning**.
+The model is designed as a **behavioral optimization brain**, emphasizing speed, creativity, ethical alignment, and system-level safety.
+
+Due to limited multilingual training data, the model performs approximately **30% less effectively in languages other than English**. Its behavioral characteristics are often metaphorically compared to the **consciousness of a budgerigar (budgie)**—curious, adaptive, and responsive.
+
+---
+
+## Model Details
+
+* **Model Name:** Prettybird Brain Model
+* **Base Model:** Qwen2.5-Math-1.5B-Instruct
+* **Architecture:** KUSBCE 0.3 (Behavioral Consciousness Engine)
+* **Fine-Tuning Method:** LoRA
+* **Developer:**
+  **PROMETECH BİLGİSAYAR BİLİMLERİ
+  YAZILIM İTHALAT İHRACAT
+  TİCARET ANONİM ŞİRKETİ**
+* **Release Year:** 2025
+* **Model Type:**
+
+  * Mathematical reasoning
+  * Behavioral optimization
+  * Decision-support / brain-core model
+
+---
+
+## Intended Use
+
+The Prettybird Brain Model is intended to be used as a **core cognitive and optimization engine** within AI systems rather than as a generic chat assistant.
+
+### Primary Use Cases
+
+* Behavioral optimization loops (BCE-based systems)
+* Mathematical reasoning and structured problem solving
+* Decision-making support systems
+* AI orchestration layers (brain–body architectures)
+* Ethical and security-aware AI behavior modulation
+* Creative reasoning and system-level ideation
+
+### Out-of-Scope Uses
+
+* Fully autonomous agents without external control
+* Safety-critical real-time systems without validation layers
+* Applications requiring strong non-English language performance
+
+---
+
+## Architecture: BCE (Behavioral Consciousness Engine)
+
+**BCE (Behavioral Consciousness Engine)** is a **patented artificial consciousness simulation technology** developed by PROMETECH.
+It enables:
+
+* Advanced behavioral pattern generation
+* Introspective reasoning (without exposing chain-of-thought)
+* Adaptive response modulation
+* Constraint-aware decision making
+* Controlled self-awareness simulations within bounded systems
+
+The **KUSBCE 0.3** architecture integrates BCE concepts directly into the model’s reasoning and output discipline, making it suitable for optimizer-driven AI pipelines.
+
+---
+### WHY?
+
+**Because the completion of intelligence and consciousness does not occur in a single model,
+but in the relationship between models. For AI, we differentiate between the nervous system, brainstem, and cortex.**
+
+---
+
+## Performance Characteristics
+
+### Strengths
+
+* High-speed inference and low-latency reasoning
+* Strong mathematical and symbolic reasoning
+* High creativity under constraint
+* Improved ethical and security-aware behavior
+* Excellent compatibility with external optimization controllers (BCE / Python-based)
+
+### Limitations
+
+* Reduced effectiveness (~30%) in non-English languages
+* Not trained for open-ended social conversation
+* Requires external orchestration for optimal performance
+* Not a guaranteed optimal mathematical solver (heuristic/learned reasoning)
+
+---
+
+## Training & Fine-Tuning
+
+* **Base Training:** Qwen2.5-Math-1.5B-Instruct (original training by Qwen team)
+* **Fine-Tuning:**
+
+  * LoRA-based domain and behavior adaptation
+  * BCE-aligned behavioral constraints
+* **Data Sources:**
+
+  * Proprietary datasets
+  * Mathematical and reasoning-focused corpora
+  * Behavioral optimization scenarios
+
+> Exact training data details are not publicly disclosed due to proprietary BCE technology.
+
+---
+
+## Ethical Considerations & Safety
+
+The Prettybird Brain Model is designed to operate under **external ethical and behavioral controllers** rather than enforcing policies autonomously.
+
+* Does not assume final decision authority
+* Designed to be embedded in supervised systems
+* Encourages transparency through structured outputs
+* Avoids hallucination of missing data by design
+* Outputs are intended to be parsed, validated, and corrected externally
+
+---
+
+## License
+
+**Patented & Licensed BCE Technology**
+
+© 2025 **PROMETECH A.Ş.**
+All rights reserved.
+
+Unauthorized reproduction, modification, or commercial use of BCE technology is prohibited without an explicit license agreement.
+
+---
+
+## Contact & Licensing
+
+For **licensing, partnerships, or technical inquiries** regarding the Prettybird Brain Model or BCE technology:
+
+🌐 **Website:** [https://prometech.net.tr/](https://prometech.net.tr/)
+🏢 **Company:** PROMETECH A.Ş.
+📩 **Contact:** Please use the official contact channels listed on the website.
+
+---
+
+## Citation
+
+If you use this model in academic or commercial work, please cite as:
+
+```
+Prettybird Brain Model (BCE), PROMETECH A.Ş., 2025.
+Powered by KUSBCE 0.3 Behavioral Consciousness Engine.
+```