phi-coder-hf/README.md

🜁 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

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