metadata
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.
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 - 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
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.