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# Model Card for Маломерное алюминиевое судно (Лазерная резка)

<!-- Provide a quick summary of what the model is/does. -->
This modelcard describes a **parametric DXF template** for laser-cutting aluminum sheets (3 mm, 5083-H116) to produce hull panels and structural elements of a small aluminum boat (4.5 m length). The output is a flat layout ready for CNC laser cutting with full dimensions, annotations, and cutting parameters.

---

## Model Details

### Model Description

<!-- Provide a longer summary of what this model is. -->
This is a **CAD-based flat pattern generator** for marine aluminum hull components. It includes:
- Hull side panels (port/starboard)
- Bottom panel
- Transom plate
- Longitudinal stringers (4×)
- Transverse frames (5×)
- Assembly marks & bend lines
All geometry is parameterized and exported as **DXF** with layers: `CONTOUR`, `BEND`, `HOLES`, `MARKS`.

> **Developed by:** [Your Name / Team]
> **Funded by:** [Optional]
> **Shared by:** [Your GitHub / Organization]
> **Model type:** CAD Parametric Template (DXF Output)
> **Language(s):** Python (FreeCAD macro) / OpenSCAD
> **License:** MIT
> **Finetuned from model [optional]:** N/A

---

## Model Sources [optional]

<!-- Provide the basic links for the model. -->
- **Repository:** https://github.com/[yourname]/aluminum-boat-laser-dxf
- **Paper [optional]:** N/A
- **Demo [optional]:** https://[yourdomain]/boat-dxf-viewer

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## Uses

<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->

### Direct Use

<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
- **Primary Use:** Generate flat patterns for laser cutting 3 mm aluminum sheets on CNC machines (fiber laser, 4 kW).
- **Users:** Boat builders, DIY marine fabricators, small shipyards.
- **Input:** Boat length, beam, deadrise angle, sheet size.
- **Output:** DXF file with nested parts, cut path, kerf compensation (0.25 mm), lead-in/lead-out.

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### Out-of-Scope Use

- Not for structural certification (use with FEA validation).
- Not for thicknesses > 6 mm or materials other than 5xxx aluminum.
- Not for curved 3D forming (flat patterns only).

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## Bias, Risks, and Limitations

<!-- This section is meant to convey both technical and sociotechnical limitations. -->
- **Kerf variation:** Actual kerf depends on laser focus, gas pressure, and material batch.
- **Thermal distortion:** Long cuts may cause minor warping in thin sheets.
- **Tolerance:** ±0.3 mm (achievable); tighter requires post-processing.
- **Safety:** High-power laser — requires proper shielding, ventilation, and trained operator.

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## Recommendations

- Validate first cut on scrap material.
- Use nitrogen assist gas (16 bar) to prevent oxidation.
- Apply anti-spatter coating on nozzle.
- Nest parts to minimize sheet waste (< 15 %).

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## Technical Specifications

| Parameter | Value |
|--------|-------|
| **Sheet Size** | 1200 × 800 mm (nesting optimized) |
| **Material** | Aluminum 5083-H116 |
| **Thickness** | 3 mm |
| **Laser Power** | 4 kW (fiber) |
| **Cutting Speed** | 2.0 m/min |
| **Gas** | Nitrogen, 16 bar |
| **Kerf Width** | 0.25 mm |
| **Focus Position** | On surface |
| **File Format** | DXF (R2018), layers separated |
| **Software** | FreeCAD / SheetCAM / SigmaNEST |

---

## Boat Dimensions (Final Assembly)

| Component | Dimensions |
|---------|------------|
| **Length Overall (LOA)** | 4500 mm |
| **Beam** | 1800 mm |
| **Side Height** | 600 mm |
| **Deadrise** | 12° |
| **Transom Height** | 500 mm |
| **Stringers** | 4 × (40×3 mm, L=4000 mm) |
| **Frames** | 5 × (50×30×3 mm) |

---

## How to Use

```bash
# Example: Generate DXF
python generate_boat_dxf.py \
--length 4500 \
--beam 1800 \
--sheet 1200 800 \
--output boat_hull_flat.dxf

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+ # For reference on model card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/modelcard.md?plain=1
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+ # Doc / guide: https://huggingface.co/docs/hub/model-cards
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+ # Model Card for Model ID
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+ This modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1).
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+ ## Model Details
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+ ### Model Description
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+ - **Developed by:** [More Information Needed]
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+ - **Funded by [optional]:** [More Information Needed]
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+ - **Shared by [optional]:** [More Information Needed]
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+ - **Model type:** [More Information Needed]
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+ - **Language(s) (NLP):** [More Information Needed]
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+ - **License:** [More Information Needed]
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+ - **Finetuned from model [optional]:** [More Information Needed]
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+ ### Model Sources [optional]
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+ <!-- Provide the basic links for the model. -->
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+ - **Repository:** [More Information Needed]
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+ - **Paper [optional]:** [More Information Needed]
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+ - **Demo [optional]:** [More Information Needed]
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+ ## Uses
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+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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+ ### Direct Use
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+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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+ [More Information Needed]
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+ ### Downstream Use [optional]
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+ ## Bias, Risks, and Limitations
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+ ### Recommendations
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+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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+ ## How to Get Started with the Model
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+ Use the code below to get started with the model.
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+ ## Training Details
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+ ### Training Data
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+ ### Training Procedure
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+ #### Preprocessing [optional]
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+ #### Training Hyperparameters
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+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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+ ## Evaluation
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+ ### Results
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+ #### Summary
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+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
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+ ## Technical Specifications [optional]
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+ ## Glossary [optional]
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