THAU 7B - Cognitive AI Assistant

Thinking Human-like Artificial Understanding

THAU is a fine-tuned AI assistant specialized in cognitive reasoning, code generation, and multi-step problem solving.

Quick Start

# Pull the model
ollama pull luepow/thau-7b

# Run interactive chat
ollama run luepow/thau-7b

Model Variants

Model	Size	RAM	Use Case
luepow/thau-7b	15 GB	16GB+	Best quality, complex tasks
luepow/thau	637 MB	4GB+	Fast, lightweight

Capabilities

Code Generation

• Python, JavaScript, TypeScript, Java, Rust, Go, SQL
• Clean Architecture, SOLID principles
• FastAPI, React, Spring Boot

Cognitive Reasoning

• Step-by-step problem solving (Chain of Thought)
• Task decomposition and planning
• Multi-step reasoning

Tool Calling

Native JSON tool invocation:

<tool_call>{"name": "execute_python", "arguments": {"code": "print(2+2)"}}</tool_call>

Accounting & Finance

• Double-entry bookkeeping
• Financial statements
• IFRS/GAAP compliance

Bilingual

• Full Spanish and English support
• Technical documentation in both languages

Example Prompts

Code Generation:

Create a FastAPI endpoint for user authentication with JWT tokens

Reasoning:

Explain step by step how to implement a binary search tree in Python

Accounting:

Record a journal entry for a $10,000 equipment purchase paid with cash

SVG Generation:

Create an animated loading spinner SVG

System Requirements

• RAM: 16GB minimum (32GB recommended)
• Disk: 15GB free space
• Platform: macOS, Linux, Windows

Base Model

• Architecture: Qwen2.5-7B-Instruct
• Fine-tuning: LoRA (r=16, alpha=32)
• Context Length: 4096 tokens
• Training: 677 specialized examples

Parameters

Parameter	Default	Description
temperature	0.7	Creativity level
top_p	0.9	Nucleus sampling
num_ctx	4096	Context window

Custom System Prompt

ollama run luepow/thau-7b "Your question" --system "You are a Python expert"

API Usage

curl http://localhost:11434/api/generate -d '{
  "model": "luepow/thau-7b",
  "prompt": "Explain recursion",
  "stream": false
}'

License

Apache 2.0

Links

• GitHub: https://github.com/luepow/thau
• HuggingFace: https://huggingface.co/luepow/thau-7b
• Author: Luis Perez (luepow@hotmail.com)

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THAU - Built with curiosity, love, and collaboration