Model reference · open weights

XCurOS1.2-VL

Available as managed deployment Licence fee LLMs XCurOS Vision + text 1 variants 92k dl/mo

XCurOS1.2-VL is an open-weight language model from XCurOS. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.

Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.

What it is

Released byXCurOS
TypeLanguage models
TaskVision + text
Parameters (lead)8.8B
Context256k tokens
Runs withtransformers
Released2026-02-25
Popularity92k downloads / month
LicenceCommercial licence needed

About

What XCurOS1.2-VL is

XCurOS Secure Vision-Language Model

XCurOS-1.2-8B-VLBF16-Instruct is a state-of-the-art proprietary multimodal model developed exclusively by XCurOS. It provides advanced understanding and reasoning across text and visual inputs, designed for secure, enterprise-grade, and on-premise deployments.


Key Features

  • 🔐 Security-First Design Engineered to operate safely in isolated and sensitive environments, ensuring full data privacy and integrity.

Read the full model card
  • 🧠 Advanced Multimodal Intelligence Combines text and visual perception for high-quality reasoning and understanding tasks.

  • 🖥 Agent & System Integration Ready Compatible with operating system interfaces, automation pipelines, and agent workflows.

  • 📄 Document & OCR Capabilities Extracts and interprets text from images, scanned documents, and complex layouts efficiently.

  • 🎯 Instruction-Tuned Performance Fine-tuned to execute instructions accurately and reliably.

  • High Efficiency & Scalable Deployment Optimized for local machines and cloud infrastructure with efficient memory usage and inference speed.

  • 🌐 Long-Context & Large-Scale Reasoning Capable of handling large documents, books, and extended multi-modal datasets with coherent understanding.

  • 🧩 Extensible & Modular Architecture Easily integrated into custom applications, agent frameworks, and secure enterprise systems.


  • Architecture Overview

    XCurOS-1.2-8B-VLBF16-Instruct architecture provides:

    • Text-vision fusion: Seamless integration of visual and textual information for robust reasoning.
    • Long-context processing: Maintains coherence across extended inputs and multi-modal datasets.
    • Stable instruction alignment: Ensures precise adherence to commands and tasks.
    • Flexible deployment: Adaptable from edge devices to cloud servers.

    Use Cases

    • Secure AI assistants for sensitive enterprise data.
    • Enterprise system automation and orchestration.
    • Document understanding and knowledge extraction.
    • Visual analysis across diagrams, images, and scanned materials.
    • On-premise deployment where data privacy and intellectual property are critical.

    Model Card & Metadata

    • Model Name: XCurOS-1.2-8B-VLBF16-Instruct
    • Organization: XCurOS
    • Version: 1.2
    • License: All rights reserved, proprietary software
    • Multimodal: True
    • Secure OS Ready: True
    • Intended Audience: Enterprises, research labs, and private organizations requiring secure AI solutions

    Deployment Recommendations

    • Deploy locally within secure enterprise infrastructure for maximum privacy.
    • Integrate into automation pipelines or agent-based systems.
    • Ensure sufficient GPU/CPU resources for optimal performance, especially for long-context processing.

    License & Usage

    This is proprietary software. All rights are reserved by XCurOS. No part of this model may be copied, redistributed, or used without explicit authorization from XCurOS.


    Contribution & Support

    XCurOS maintains this model internally. For collaboration, licensing, or support, contact the XCurOS development team directly. All contributions, enhancements, or integrations require explicit permission from XCurOS.

    Author: 35H - (f13b696767b224479d7a06bffae9a0b62e38e2e2)

    From the published model card. Full card on the HuggingFace links in the sidebar.

    Using it via the API

    Call it like any OpenAI endpoint

    Once AxForge deploys xcuros1-2-vl for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (xcuros1-2-vl below is illustrative; you get the exact model name on deployment.)

    $ curl -sS https://api.axforge.ai/v1/chat/completions \
      -H "Authorization: Bearer $AXFORGE_API_KEY" \
      -H "Content-Type: application/json" \
      -d '{"model":"xcuros1-2-vl","messages":[{"role":"user","content":"Hello"}]}'

    Create an account — your API key is available in the console. 3M free tokens every 30 days with every new account.

    © 2026 AxForge · EU-hosted AI infrastructure Pricing Docs Trust Privacy Terms