| --- |
| base_model: google/gemma-4-E2B-it |
| tags: |
| - gemma4 |
| - function-calling |
| - tool-calling |
| - vietnamese |
| - banking |
| --- |
| |
| # gemma-4-bank-function-calling |
|
|
| Deployment of the official Google Gemma 4 model for this repository's banking function-calling server. |
|
|
| This notebook loads the official source model from Hugging Face and republishes the saved artifacts. It does not train, fine-tune, evaluate, or mutate the model weights, so no banking-specific fine-tuning is applied here. |
|
|
| ## Intended Use |
|
|
| Use this model with Gemma 4 chat templates and pass the banking tool schemas to `processor.apply_chat_template(..., tools=...)`. |
|
|
| For this repository's local REST server, set: |
|
|
| ```bash |
| GEMMA4_MODEL_ID=phattrandeveloper/gemma-4-bank-function-calling uv run uvicorn src.gemma4_server:app --host 127.0.0.1 --port 8001 |
| ``` |
|
|
| ## Source |
|
|
| - Base model: `google/gemma-4-E2B-it` |
| - Source Hugging Face model: `google/gemma-4-E2B-it` |
| - Source revision: `main` |
| - Uploaded from snapshot folder: `/Users/sonphat.tran/Desktop/Project/fine-tuning-tool-calling/artifacts/huggingface/gemma-4-bank-function-calling/source_model` |
| - Repository target: `https://huggingface.co/phattrandeveloper/gemma-4-bank-function-calling` |
|
|
| ## Safety |
|
|
| Treat every generated tool call as a proposal. Application code must validate tool names, arguments, account ownership, limits, recipient identity, and user confirmation before executing any banking action. |
|
|
