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Model: stalkiq/stalkiq-ios-app-generator
Source: Original Platform

.gitattributes

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README.md

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+---
+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.

chat_template.jinja

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+{% for message in messages %}
+{% if message['role'] == 'user' %}
+{{ '<|user|>
+' + message['content'] + eos_token }}
+{% elif message['role'] == 'system' %}
+{{ '<|system|>
+' + message['content'] + eos_token }}
+{% elif message['role'] == 'assistant' %}
+{{ '<|assistant|>
+'  + message['content'] + eos_token }}
+{% endif %}
+{% if loop.last and add_generation_prompt %}
+{{ '<|assistant|>' }}
+{% endif %}
+{% endfor %}

config.json

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+{
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "dtype": "float16",
+  "eos_token_id": 2,
+  "head_dim": 64,
+  "hidden_act": "silu",
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 5632,
+  "max_position_embeddings": 2048,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 22,
+  "num_key_value_heads": 4,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.57.6",
+  "use_cache": true,
+  "vocab_size": 32000
+}

generation_config.json

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+{
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "max_length": 2048,
+  "pad_token_id": 0,
+  "transformers_version": "4.57.6"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:fb4d1abec54c9147dde9085fed716e83551dcd69bc962e60013aa5838ea6aae4
+size 2200119664

special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

stalkiq.gguf

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+size 2201017728

tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "add_prefix_space": null,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "extra_special_tokens": {},
+  "legacy": false,
+  "model_max_length": 2048,
+  "pad_token": "</s>",
+  "padding_side": "right",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}