README.md

---
base_model: Qwen/Qwen2.5-Coder-7B-Instruct
library_name: peft
license: apache-2.0
tags: [lora, esp32, arduino, nodrix, unsloth]
---

# Nodrix build assistant — LoRA adapter (v3-qwen7b)

LoRA adapter fine-tuning `Qwen/Qwen2.5-Coder-7B-Instruct` into an assistant for the Nodrix ESP32/Arduino library.
Trained in Unsloth Studio (MLX, Apple Silicon). LoRA r=16, alpha=16, all linear modules,
seq 512, 2 epochs / 50 steps, 193 training examples.

**The good one.** Cured the `NODRIX_WRITE` prior-conflict (generalized to held-out prompts). Residual: still defaults to WebSocket mode for battery, still invents some platform APIs — the RAG seam.

## Load

```python
from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer

base = "Qwen/Qwen2.5-Coder-7B-Instruct"
tok = AutoTokenizer.from_pretrained(base)
model = AutoModelForCausalLM.from_pretrained(base)
model = PeftModel.from_pretrained(model, "decoded-cipher/nodrix-coder-7b-lora-v3")
```

System prompt used in training:

> You are the Nodrix build assistant. You help ESP32 and Arduino developers build
> projects with the Nodrix library. Use only real Nodrix APIs.

License: Apache-2.0 (inherited from the base model).