---
license: apache-2.0
language:
- en
base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
tags:
- ios
- swift
- swiftui
- xcode
- code-generation
- mobile-development
pipeline_tag: text-generation
---

# StalkIQ iOS App Generator

A fine-tuned LLM that generates complete, production-ready SwiftUI iOS application codebases from natural language descriptions.

## What It Does

Give it an app idea, get back a full Xcode project with:
- `project.yml` (XcodeGen)
- SwiftUI views, view models, models
- `Info.plist`, `LaunchScreen.storyboard`, `Assets.xcassets`
- MVVM architecture, dark gradient UI theme
- iOS 16+ deployment target

## Usage

### With Ollama (Recommended)

```bash
# Download and create the model
echo 'FROM hf.co/stalkiq/stalkiq-ios-app-generator/stalkiq.gguf' > Modelfile
ollama create stalkiq -f Modelfile

# Generate an app
ollama run stalkiq "Create an iOS app called RecipeAI that identifies food from photos using AI"
```

### With Python (transformers)

```python
from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("stalkiq/stalkiq-ios-app-generator")
tokenizer = AutoTokenizer.from_pretrained("stalkiq/stalkiq-ios-app-generator")

prompt = "### Instruction:\nCreate an iOS app called RecipeAI that identifies food from photos\n\n### Response:\n"
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=2048, temperature=0.7, do_sample=True)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))
```

### API

```bash
# Via Ollama API (after creating the model)
curl http://localhost:11434/api/generate -d '{
  "model": "stalkiq",
  "prompt": "Create an iOS app called WeatherAI that shows forecasts from sky photos"
}'
```

## Prompt Format

```
### Instruction:
{your app description here}

### Response:
```

## Model Details

- **Base Model**: TinyLlama-1.1B-Chat-v1.0
- **Fine-tuning**: QLoRA on StalkIQ iOS app training data
- **Architecture**: LlamaForCausalLM (1.1B parameters)
- **Tensor Type**: FP16
- **Files**: safetensors (for transformers) + GGUF (for Ollama/llama.cpp)

## Built By

[StalkIQ](https://stalkiq.dev) — AI-powered web and mobile applications.