---
library_name: transformers
tags: []
---

# Model Card for Model ID

The model is built on top of Google's Gemma-3-1B-it using funetuning on a custom dataset that incldes the following information:
- OT (Operational Technology)
- Industrial cyber security
- Industrial control automation
- Cisco network devicas configuration
- Mitre Att&ck Framework



## Model Details

### Model Description

<!-- Provide a longer summary of what this model is. -->

The model is built using Google's Gemma-3-1B-it as base model.

- **Developed by:** Anton Andreenko
- **Language(s) (NLP):** English
- **License:** [More Information Needed]
- **Finetuned from model:**  Google Gemma-3-1B-it

## 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. -->
The model imitates OT experiencced engineer and built for demonstration of language models capabilities in Industrial Engineering space.

## Bias, Risks, and Limitations

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The model is fine tuned on open information and inherits all potential biases.

## Training Details

### Training Data

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The model fine tuned on 

### Training Procedure

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#### Preprocessing [optional]

[More Information Needed]


#### Training Hyperparameters

- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->

#### Speeds, Sizes, Times [optional]

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[More Information Needed]

## Evaluation

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### Testing Data, Factors & Metrics

#### Testing Data

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[More Information Needed]

#### Factors

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[More Information Needed]

#### Metrics

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### Results

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#### Summary



## Model Examination [optional]

<!-- Relevant interpretability work for the model goes here -->

[More Information Needed]

## Environmental Impact

<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->

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).

- **Hardware Type:** [More Information Needed]
- **Hours used:** [More Information Needed]
- **Cloud Provider:** [More Information Needed]
- **Compute Region:** [More Information Needed]
- **Carbon Emitted:** [More Information Needed]

## Technical Specifications [optional]

### Model Architecture and Objective

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### Compute Infrastructure

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#### Hardware

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#### Software

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## Citation [optional]

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**BibTeX:**

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**APA:**

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## Glossary [optional]

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## More Information [optional]

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## Model Card Authors [optional]

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## Model Card Contact

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