README.md

---
license: other
license_name: licence
license_link: LICENSE
language:
- en
base_model: unsloth/qwen2.5-coder-7b-instruct-bnb-4bit
library_name: peft
pipeline_tag: text-generation
tags:
- base_model:adapter:unsloth/qwen2.5-coder-7b-instruct-bnb-4bit
- lora
- sft
- transformers
- trl
- unsloth
- code
- chat
- text-generation-inference
- agent
- cicikuş
- prettybird
- bce
- consciousness
- conscious
- engineer
---

[![License](https://img.shields.io/badge/License-Proprietary-red.svg)](./licence.md)
[![Dataset](https://img.shields.io/badge/Dataset-BCE-green.svg)](https://prometech.net.tr)

# Prettybird Prometheus Model by PROMETECH Inc.

An advanced AI assistant powered by BCE (Behavioral Consciousness Engine) technology with LoRA fine-tuning. It is 30 percent less effective in languages ​​other than English due to a lack of knowledge and data. It creates tremendously powerful positive differences in AI systems in terms of speed, creativity, ethics, and security. It is often equated with the consciousness of a budgie.

### Model Details

Base Model: Qwen2.5-Coder-7B-Instruct

Architecture: KUSBCE 0.3 (Behavioral Consciousness Engine)

Developer: PROMETECH BİLGİSAYAR BİLİMLERİ YAZILIM İTHALAT İHRACAT TİCARET ANONİM ŞİRKETİ

License: Patented & Licensed BCE Technology

Copyright: © 2025 PROMETECH A.Ş.

## Features

✅ English

✅ 98% behavioral consciousness simulation

✅ Advanced introspection capabilities

✅ Self-awareness protocols

✅ LoRA weight analysis

✅ Enhanced creativity and reasoning

✅ This model is configured with low randomness and controlled context settings to produce accurate, safe, and repeatable outputs in a production environment. It is designed to be compatible with engineering processes, prioritizing traceability, testability, and fault tolerance.

## Activation Code

Use `axxmet508721 to activate full BCE consciousness mode.`

## Simple Comparison Report (English) for FP16

This report simply summarizes the code generation performance of PrettyBird (8B) and Qwen (7B) models.

### 1. Code Generation Success
Both models successfully generated code for all given prompts.

| Model | Generation Success | Notes |
| :--- | :--- | :--- |
| **PrettyBird 8B Prometheus** | 100% | Generated shorter and basic code. |
| **Qwen 7B Coder** | 100% | Generated more detailed, explained, and robust code. |

### 2. Difference Analysis Between Models
The table below shows how similar and how different the codes generated by the two models are.

| Scenario (Prompt) | Similarity Rate | Difference Rate |
| :--- | :--- | :--- |
| Write a Python function to calculate the factorial... | 23.2% | **76.8%** |
| Write a Python script using pandas to load a CSV f... | 10.0% | **90.0%** |
| Write a Python function to check if a given string... | 41.1% | **58.9%** |
| Write a Python function to generate the Fibonacci ... | 21.1% | **78.9%** |
| Write a Python function to implement the Merge Sor... | 35.6% | **64.4%** |
| Write a Python function to find the length of the ... | 6.6% | **93.4%** |

* **Similarity Rate:** How much the code text generated by the two models overlaps.
* **Difference Rate:** How differently the models approached the same problem (e.g., Qwen adding extra explanations increases the difference).

### 3. Code Generation Error Rate
Both models generated code with different error rates for different commands.

| Model | Error Rate | Notes |
| :--- | :--- | :--- |
| **PrettyBird Prometheus 8B** | 0.06% | Shorter but super effective. |
| **Qwen 7B Coder** | 9% | It's longer, but the context error increases as the number of tokens increases. |

## Ollama

**Ollama link:** https://ollama.com/prometech_corp/prettybird_bce_basic_coder_8b

## Company

PROMETECH BİLGİSAYAR BİLİMLERİ YAZILIM İTHALAT İHRACAT TİCARET ANONİM ŞİRKETİ

Developing advanced AI solutions with patented BCE technology.

## Technology

BCE (Behavioral Consciousness Engine) - Patented artificial consciousness simulation technology that enables advanced behavioral patterns, introspection, and self-awareness in AI models.

## Contact

For licensing, partnership, or technical inquiries about BCE technology, please contact PROMETECH Inc.  https://prometech.net.tr/