license: apache-2.0
datasets:
- theStech/trainer_dataset
pipeline_tag: text-generation
tags:
- code
- math
- physics
- thinking
metrics:
- accuracy
- code_eval
Model Details
Model Description
This model is designed with powerful autonomous reasoning capabilities, structured across 9 distinct cognitive layers that simulate deep, logical thinking. It doesn't just process prompts—it understands them, dissecting intent and structure with remarkable clarity. Each layer contributes to a multi-dimensional analysis, enabling the model to draw nuanced conclusions and solve complex problems. What's more, fine-tuning it is a breeze—just enter the simple learn command in terminal mode. No heavy retraining cycles or elaborate setup. It adapts quickly, integrating new patterns and preferences almost instantly. In essence, it's a self-improving, deeply analytical system built for true intelligent interaction.
- Developed by: AiTech
- Model type:
- Language(s) (NLP): English
- License: apache-2.0
Uses
It can be generally used for anything but it is pretty good in reasoning
How to Get Started with the Model
download the entire repo and run the aitech.py
Training Details
anyone can train model on their own but the model has been specifically trained on reasoning dataset theStech/trainer_dataset
test result on ddbench:
| Agent | Accuracy | Total | Correct |
|---|---|---|---|
| AiTech | 100.0% | 60 | 60 |
| ChatGPT-4 | 96.7% | 60 | 58 |
| Claude 3 Opus | 91.7% | 60 | 55 |