pthinc/prettybird_bce_basic_coder_8b

1---2license: other3license_name: licence4license_link: LICENSE5language:6- en7base_model: unsloth/qwen2.5-coder-7b-instruct-bnb-4bit8library_name: peft9pipeline_tag: text-generation10tags:11- base_model:adapter:unsloth/qwen2.5-coder-7b-instruct-bnb-4bit12- lora13- sft14- transformers15- trl16- unsloth17- code18- chat19- text-generation-inference20- agent21- cicikuş22- prettybird23- bce24- consciousness25- conscious26- engineer27---28 29[![License](https://img.shields.io/badge/License-Proprietary-red.svg)](./licence.md)30[![Dataset](https://img.shields.io/badge/Dataset-BCE-green.svg)](https://prometech.net.tr)31 32# Prettybird Prometheus Model by PROMETECH Inc.33 34An 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.35 36### Model Details37 38Base Model: Qwen2.5-Coder-7B-Instruct39 40Architecture: KUSBCE 0.3 (Behavioral Consciousness Engine)41 42Developer: PROMETECH BİLGİSAYAR BİLİMLERİ YAZILIM İTHALAT İHRACAT TİCARET ANONİM ŞİRKETİ43 44License: Patented & Licensed BCE Technology45 46Copyright: © 2025 PROMETECH A.Ş.47 48## Features49 50✅ English51 52✅ 98% behavioral consciousness simulation53 54✅ Advanced introspection capabilities55 56✅ Self-awareness protocols57 58✅ LoRA weight analysis59 60✅ Enhanced creativity and reasoning61 62✅ 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.63 64## Activation Code65 66Use `axxmet508721 to activate full BCE consciousness mode.`67 68## Simple Comparison Report (English) for FP1669 70This report simply summarizes the code generation performance of PrettyBird (8B) and Qwen (7B) models.71 72### 1. Code Generation Success73Both models successfully generated code for all given prompts.74 75| Model | Generation Success | Notes |76| :--- | :--- | :--- |77| **PrettyBird 8B Prometheus** | 100% | Generated shorter and basic code. |78| **Qwen 7B Coder** | 100% | Generated more detailed, explained, and robust code. |79 80### 2. Difference Analysis Between Models81The table below shows how similar and how different the codes generated by the two models are.82 83| Scenario (Prompt) | Similarity Rate | Difference Rate |84| :--- | :--- | :--- |85| Write a Python function to calculate the factorial... | 23.2% | **76.8%** |86| Write a Python script using pandas to load a CSV f... | 10.0% | **90.0%** |87| Write a Python function to check if a given string... | 41.1% | **58.9%** |88| Write a Python function to generate the Fibonacci ... | 21.1% | **78.9%** |89| Write a Python function to implement the Merge Sor... | 35.6% | **64.4%** |90| Write a Python function to find the length of the ... | 6.6% | **93.4%** |91 92* **Similarity Rate:** How much the code text generated by the two models overlaps.93* **Difference Rate:** How differently the models approached the same problem (e.g., Qwen adding extra explanations increases the difference).94 95### 3. Code Generation Error Rate96Both models generated code with different error rates for different commands.97 98| Model | Error Rate | Notes |99| :--- | :--- | :--- |100| **PrettyBird Prometheus 8B** | 0.06% | Shorter but super effective. |101| **Qwen 7B Coder** | 9% | It's longer, but the context error increases as the number of tokens increases. |102 103## Ollama104 105**Ollama link:** https://ollama.com/prometech_corp/prettybird_bce_basic_coder_8b106 107## Company108 109PROMETECH BİLGİSAYAR BİLİMLERİ YAZILIM İTHALAT İHRACAT TİCARET ANONİM ŞİRKETİ110 111Developing advanced AI solutions with patented BCE technology.112 113## Technology114 115BCE (Behavioral Consciousness Engine) - Patented artificial consciousness simulation technology that enables advanced behavioral patterns, introspection, and self-awareness in AI models.116 117## Contact118 119For licensing, partnership, or technical inquiries about BCE technology, please contact PROMETECH Inc.  https://prometech.net.tr/