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README.md

@@ -1,21 +1,65 @@
 ---
-base_model: unsloth/functiongemma-270m-it
+license: gemma
+library_name: transformers
 tags:
-- text-generation-inference
-- transformers
-- unsloth
-- gemma3_text
-license: apache-2.0
+  - function-calling
+  - tool-use
+  - mobile
+  - gemma
+  - unsloth
+  - fine-tuned
+base_model: google/gemma-3-1b-it
+datasets:
+  - google/mobile-actions
+pipeline_tag: text-generation
 language:
-- en
+  - en
 ---
 
-# Uploaded finetuned  model
+# FunctionGemma Mobile Actions v6
 
-- **Developed by:** essobi
-- **License:** apache-2.0
-- **Finetuned from model :** unsloth/functiongemma-270m-it
+A fine-tuned version of [FunctionGemma 270M](https://huggingface.co/google/gemma-3-1b-it) optimized for mobile device function calling. This model excels at understanding natural language commands and mapping them to structured function calls for common mobile actions.
 
-This gemma3_text model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+## Model Description
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+- **Base Model:** google/gemma-3-1b-it (270M parameters)
+- **Fine-tuning Method:** LoRA (r=128, alpha=128)
+- **Training Data:** [google/mobile-actions](https://huggingface.co/datasets/google/mobile-actions) + synthetic augmentation
+- **Optimized For:** Mobile assistant function calling
+
+## Supported Functions
+
+| Function | Description | Example Input |
+|----------|-------------|---------------|
+| `set_alarm` | Set alarms | "Wake me up at 7am" |
+| `create_reminder` | Create reminders | "Remind me to buy milk" |
+| `set_timer` | Set countdown timers | "Timer for 10 minutes" |
+| `make_call` | Make phone calls | "Call Mom" |
+| `send_message` | Send text messages | "Text John I'm running late" |
+| `create_calendar_event` | Schedule events | "Schedule meeting at 3pm" |
+| `play_music` | Play music | "Play some jazz" |
+| `get_weather` | Get weather info | "What's the weather like?" |
+| `open_app` | Open applications | "Open the camera" |
+| `navigate` | Get directions | "Navigate to the airport" |
+| `set_volume` | Adjust volume | "Turn the volume up" |
+| `calculator` | Math calculations | "What's 15 times 23?" |
+
+## Usage
+
+```python
+from vllm import LLM, SamplingParams
+
+llm = LLM(model="essobi/functiongemma-mobile-actions-v6-16bit", trust_remote_code=True)
+
+# See full documentation for prompt format and tool definitions
+```
+
+## Output Format
+
+```
+<start_function_call>call:function_name{param1:<escape>value1<escape>,param2:<escape>value2<escape>}<end_function_call>
+```
+
+## License
+
+This model is released under the [Gemma License](https://ai.google.dev/gemma/terms).