| --- |
| license: gemma |
| tags: |
| - rai |
| - gemma |
| - conversational |
| - tool-calling |
| - vision |
| --- |
| |
| # RAI — Resilient Artificial Intelligence |
|
|
| **RAI** (Resilient Artificial Intelligence) is an open, full-featured language |
| model created and fine-tuned by **[craftmatrix.org](https://craftmatrix.org)**. |
|
|
| This repository is the home of the RAI distribution. Content is being staged — |
| weights, chat template, processor, and tokenizer files will land here in the |
| next commits (RAI v0 baseline, then v1 fine-tune). |
|
|
| ## Identity |
|
|
| RAI is its own model. It does not present itself as its ancestor. When asked |
| who it is, it answers: |
|
|
| > I am RAI — Resilient Artificial Intelligence, created and fine-tuned by |
| > craftmatrix.org. |
|
|
| ## Capabilities |
|
|
| - Chat and instruction following |
| - Native tool calling (`<|tool_call>` / `<|tool_response>` grammar) |
| - Vision (image input via Gemma4Processor) |
| - Audio and video understanding |
| - 128k token context window |
|
|
| ## Attribution |
|
|
| RAI is a derivative of **Gemma 4 E2B (IT)** by Google: |
|
|
| - **Base model:** [`google/gemma-4-E2B-it`](https://huggingface.co/google/gemma-4-E2B-it) |
| - **License:** Google's Gemma license applies to the base model weights and any |
| derivative redistributed here. See the license terms in this repository. |
| - RAI's architecture, chat template, tokenizer, and processor are inherited from |
| its ancestor; RAI is not endorsed by, affiliated with, or sponsored by Google. |
|
|
| ## Usage |
|
|
| ```python |
| from transformers import AutoModelForCausalLM, AutoProcessor |
| |
| model = AutoModelForCausalLM.from_pretrained("craftmatrix/rai") |
| processor = AutoProcessor.from_pretrained("craftmatrix/rai") |
| ``` |
|
|
| ## Status |
|
|
| - **RAI v0** — distro skeleton: repo + model card + license. *(in progress)* |
| - **RAI v1** — fine-tuned weights on plan-specific data, merged and released here. |
|
|
