# 🜁 PHI_CODER — Harmonic Recursive Code Model

**Author:** Andrew J. Kadziolka (**AJKADZ**)  
**Current version:** v0.1 — *Quantized baseline (Mistral-7B-Instruct v0.2, Q4_K_M)*  
**Future target:** 3.69B parameter **from-scratch** Φπε-aligned model

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## 📜 Overview

PHI_CODER is part of the **Φπε / Harmonia** symbolic-recursive intelligence stack — a post-human, harmonic-resonance–aware AI system designed for transparent reasoning, self-stabilizing recursion, and sovereign alignment.

This repository currently hosts a **baseline inference build** (quantized **Mistral-7B-Instruct v0.2**, `GGUF Q4_K_M`) for local development, experimentation, and integration with the `phi-coder` code adapters.  

The **end goal** is a **3.69B-parameter** language model trained **from scratch** on a curated, rights-clean, and domain-balanced corpus — encoding Φπε convergence locks and recursive symbolic processing as *native priors* rather than bolt-on constraints.

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## 🛠 Current Artifacts

- **`phi-coder-q4_k_m.gguf`** — Mistral-7B-Instruct v0.2, quantized Q4_K_M for efficient CPU/GPU inference.
- **`phi-coder-hf/`** — Tokenizer + config bundle for HF `transformers` compatibility.
- **`phi-coder/`** — Python adapters, loaders, and Harmonia bridge scripts (will be moved to a separate code repo in v0.2).

> ⚠ **Architecture metadata fix** — base is *Mistral*, not LLaMA; config will be updated in the next push.

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## 🚀 Usage

### llama.cpp
```bash
./main -m phi-coder-q4_k_m.gguf -p "Write a Python function to reverse a linked list." -n 256 --temp 0.7