Create README.md

README.md

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+---
+language:
+  - tr
+  - en
+license: apache-2.0
+tags:
+  - trobject
+  - clomosy
+  - code-generation
+  - instruction-dataset
+  - natural-language-to-code
+  - llm-fine-tuning
+  - turkish
+  - domain-specific-llm
+  - text-generation
+task_categories:
+  - text-generation
+  - text2text-generation
+pretty_name: TRObject Code Generation Instruction Dataset
+size_categories:
+  - n<1K
+---
+
+# TRObject Code Generation Instruction Dataset
+
+This dataset contains natural language instructions paired with TRObject code outputs.
+
+It was created for fine-tuning and evaluating domain-specific LLMs that generate TRObject code for Clomosy-style mobile application development.
+
+## Dataset Description
+
+TRObject is used in the Clomosy mobile application development platform. Since general-purpose LLMs do not reliably understand TRObject syntax or Clomosy-specific UI patterns, this dataset was created to support natural-language-to-TRObject code generation.
+
+The dataset follows an instruction-response format:
+
+| Column | Description |
+|---|---|
+| `input` | Natural language instruction describing the requested UI/code behavior |
+| `output` | Corresponding TRObject code snippet |
+
+The dataset includes examples for:
+
+- Form creation
+- Button and input field creation
+- Click event definitions
+- Login/register screen components
+- SQLite query usage
+- ListView data loading
+- UI component configuration
+- Mobile interface generation patterns
+
+## Dataset Size
+
+The dataset contains approximately **327 instruction-output pairs**.
+
+## Example
+
+### Input
+
+```text
+Buton ekle ve ona bir tıklama olayı ekle.
+```
+
+### Output
+
+```text
+testBtn = MyForm.AddNewButton(MyForm,'testBtn','Scan Barcode...');
+testBtn.Align = alCenter;
+testBtn.Height = 100;
+testBtn.Width = 200;
+MyForm.AddNewEvent(testBtn,tbeOnClick,'BtnOnClick');
+```
+
+## Additional Examples
+
+### Example 1 — Create a form and input field
+
+**Input**
+
+```text
+Form oluştur ve bir edit alanı ekle.
+```
+
+**Output**
+
+```text
+MyForm = TclForm.Create(Self);
+testEdit = MyForm.AddNewEdit(MyForm,'testEdit','Barcode here ...');
+testEdit.Align = alTop;
+testEdit.Height = 40;
+```
+
+### Example 2 — Create a simple login UI
+
+**Input**
+
+```text
+Bir giriş ekranı oluştur ve e-posta ile parola alanlarını ekle.
+```
+
+**Output**
+
+```text
+myForm = TclForm.Create(Self);
+
+EmailEdit = myForm.AddNewProEdit(MainPnl, 'EmailEdit', 'E-posta');
+EmailEdit.Align = alTop;
+EmailEdit.Height = 50;
+
+ParolaEdit = myForm.AddNewProEdit(MainPnl, 'ParolaEdit', 'Parola');
+ParolaEdit.Align = alTop;
+ParolaEdit.Height = 50;
+ParolaEdit.Password = True;
+```
+
+### Example 3 — Create a button interaction
+
+**Input**
+
+```text
+Bir buton oluştur ve tıklama eventi bağla.
+```
+
+**Output**
+
+```text
+SubmitBtn = MyForm.AddNewButton(MyForm, 'SubmitBtn', 'Gönder');
+SubmitBtn.Align = alTop;
+SubmitBtn.Height = 45;
+MyForm.AddNewEvent(SubmitBtn, tbeOnClick, 'SubmitBtnOnClick');
+```
+
+## Intended Use
+
+This dataset is intended for:
+
+- Fine-tuning LLMs for TRObject code generation
+- Natural language to code generation experiments
+- Domain-specific LLM adaptation studies
+- Educational demonstrations of custom dataset creation
+- Evaluating model behavior on Clomosy/TRObject-style coding tasks
+- Building AI-assisted mobile UI/code generation workflows
+
+## Related Model
+
+This dataset was used to fine-tune a TRObject code generation model:
+
+`odenmehmet/trobject_llama-3_8b_unsloth_2x_faster_finetuning`
+
+## Data Creation Process
+
+The dataset was created by collecting, labeling, and structuring TRObject examples and documentation-style code patterns into an instruction-response format.
+
+The preparation process included:
+
+1. Collecting TRObject code examples
+2. Grouping examples by UI or application-development behavior
+3. Writing natural language instructions for each code output
+4. Structuring the data into `input` and `output` pairs
+5. Reviewing examples for practical code-generation use
+
+## Dataset Structure
+
+A typical row follows this structure:
+
+```json
+{
+  "input": "Buton ekle ve ona bir tıklama olayı ekle.",
+  "output": "testBtn = MyForm.AddNewButton(MyForm,'testBtn','Scan Barcode...');\ntestBtn.Align = alCenter;\ntestBtn.Height = 100;\ntestBtn.Width = 200;\nMyForm.AddNewEvent(testBtn,tbeOnClick,'BtnOnClick');"
+}
+```
+
+## Use in Fine-Tuning
+
+The dataset can be used for supervised fine-tuning of language models on TRObject code generation tasks.
+
+Example use cases:
+
+- Instruction tuning
+- Code generation fine-tuning
+- Domain-specific model adaptation
+- Low-resource programming-language adaptation
+- Natural-language-to-code experiments
+
+## Limitations
+
+This dataset is experimental and relatively small.
+
+Known limitations:
+
+- It may not cover the full TRObject language.
+- Some outputs may require manual validation before use.
+- It focuses mainly on common UI and application-development patterns.
+- It may not generalize well to advanced or unseen TRObject APIs.
+- Models trained on this dataset may hallucinate unsupported components or incorrect syntax.
+- The dataset should not be treated as a complete TRObject reference.
+
+## Data Safety and Privacy
+
+Before using or sharing this dataset publicly, ensure that all examples are sanitized and do not contain confidential, proprietary, personal, or sensitive information.
+
+The dataset should not include:
+
+- Real credentials
+- Customer data
+- Production secrets
+- Private business logic
+- Internal-only confidential code
+- Personally identifiable information
+
+All examples should be treated as educational or demonstration-oriented code-generation samples.
+
+## Recommended Usage
+
+Use this dataset for research, experimentation, and educational demonstrations of domain-specific LLM fine-tuning.
+
+Generated code should always be reviewed and tested inside the relevant TRObject/Clomosy development environment before real use.
+
+## Citation
+
+If you use this dataset, please reference the dataset repository:
+
+```text
+TRObject Code Generation Instruction Dataset
+Author: Mehmet Öden
+Repository: odenmehmet/TRObject-Dataset-Test
+```
+
+## Author
+
+Created by **Mehmet Öden** for domain-specific LLM fine-tuning and TRObject code generation experiments.