◉ Pre-trained Models

BISSARA Models

Combine our pre-trained AI models with the Neuro Brain knowledge layer to get the full BISSARA AI experience.

BISSARA MODEL + NEURO BRAIN = FULL BISSARA AI

For the most accurate Tausug language generation, run one of our models below and connect it to the BISSARA Neuro Brain using our integrations.

BISSARA AI Phase 2 v1.0

alnasrifhaliddin/BISSARA-v1.0
Cloud / Transformers

The first production-grade fine-tuned language model built specifically for the Tausug-speaking community. Built on Qwen2.5-1.5B (Instruct) and fine-tuned on lexical, grammatical, and cultural knowledge.

Usage Command
pip install transformers # Load alnasrifhaliddin/BISSARA-v1.0

BISSARA AI Phase 2 v1.0 (GGUF)

alnasrifhaliddin/BISSARA-v1.0-GGUF
Local AI / Ollama

Optimized Q4_K_M GGUF format for running locally on consumer hardware. Perfect for offline usage with the Neuro Brain.

Usage Command
ollama run huggingface.co/alnasrifhaliddin/BISSARA-v1.0-GGUF

Local Integration Guide (GGUF)

1. Install Ollama

Download and install Ollama from ollama.com.

2. Run the BISSARA GGUF Model
ollama run huggingface.co/alnasrifhaliddin/BISSARA-AI-v1.0-GGUF
3. Connect to the Neuro Brain

Go to the Connect page and download the Local AI Connector script to link the model with the knowledge graph.