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nodrix-coder-7b-lora-v3
decoded-cipher/nodrix-coder-7b-lora-v3
nodrix-coder-7b-lora-v3 is a machine learning model from decoded-cipher. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.
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 epoch…
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At a glance
- Library
- peft
- License
- apache-2.0
- Model type
- qwen2
- Access
- Public
- Created
- Jul 25, 2026
- Updated
- Jul 25, 2026
- SHA
- 32c678cc
Base models
Model card
From the Hugging Face model README
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
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).
- Library
- peft
- Type
- qwen2
- License
- apache-2.0
- Created
- Jul 25, 2026
- Updated
- Jul 25, 2026