Nodrix build assistant — LoRA adapter (v1-qwen1.5b)
LoRA adapter fine-tuning Qwen/Qwen2.5-Coder-1.5B-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, 3 epochs / 63 steps, 167 training examples.
First smoke run. Fixed form (real C++, prose-vs-code routing) but not facts. No eval set attached.
Load
from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer
base = "Qwen/Qwen2.5-Coder-1.5B-Instruct"
tok = AutoTokenizer.from_pretrained(base)
model = AutoModelForCausalLM.from_pretrained(base)
model = PeftModel.from_pretrained(model, "decoded-cipher/nodrix-coder-1.5b-lora-v1")
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).
- Downloads last month
- 28
Inference Providers NEW
This model isn't deployed by any Inference Provider. 🙋 Ask for provider support
Model tree for decoded-cipher/nodrix-coder-1.5b-lora-v1
Base model
Qwen/Qwen2.5-1.5B Finetuned
Qwen/Qwen2.5-Coder-1.5B Finetuned
Qwen/Qwen2.5-Coder-1.5B-Instruct