EzioDevio/ArduinoLLM-7B
text-generation model by EzioDevio
Older snapshot: check the original source for current information.
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
A Qwen2.5-Coder-7B specialist for embedded systems wiring and code generation, covering Arduino C++, Raspberry Pi Python, MicroPython, and CircuitPython across 9 boards. Given a component and a board, it generates a wiring table, an ASCII wiring diagram, working code, and a short explanation of the key design decision — in one consistent format. v1 was trained entirely on LLM-generated synthetic examples. v2 adds a genuine second training stage: continued pretraining on real library source code (500M tokens from 240,634 real files across the Arduino core libraries, micropython-lib, and the Adafruit CircuitPython Bundle), followed by re-running instruction fine-tuning on top. Result: format compliance improved from 83% to 100% on a 12-question held-out benchmark, and three specific, previously-documented failure modes (an internally-inconsistent wiring diagram, a fabricated I2C conflict-resolution procedure, and an invented sensor capability) no longer reproduce. v2 currently runs slower than v1 — a known tradeoff from the local re-merge process,…
Read the full model card ↗ · Preview checked 2026-10-29T11:35:59.946Z
Inside the original model card — Document outline
- ArduinoLLM-7B (v2)
- What's new in v2
- Post-release findings (ongoing)
- Usage
- Training data
- Limitations
- Full pipeline and dataset
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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
EzioDevio/ArduinoLLM-7B is a text-generation model repository published by EzioDevio on Hugging Face. A library was not reported.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-generation
- Library
- Not reported
- Recent downloads (30 days)
- 0
- Cumulative likes
- 1
- Hugging Face trending score
- 1
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-09-18T06:24:00.000Z
- Last modified
- 2026-09-18T06:24:20.000Z
Compatibility and lineage
Reported languages: en
Reported base models: unsloth/Qwen2.5-Coder-7B-Instruct-bnb-4bit
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-09-18T06:35:09.247Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.