Model reference · open weights

XCurOS0.1

LLMs XCurOS Text gen 1 build Its own licence terms 57k dl/mo

XCurOS0.1 is an open-weight language model from XCurOS. XCurOS0.1-8B-Instruct (BF16) weighs 15.2 GB; the smallest configuration that runs it is 2× RTX 3060 12 GB.

For self-hosting, compare this build's requirements below with the GPU you plan to rent.

  • XCurOS0.1 is a proprietary instruction-tuned large language model developed by XCurOS for secure enterprise and on-premise environments.
  • It features 7.6B parameters and a 32,768 token context length, supporting English and Arabic.
  • The model is licensed for personal and research use on private infrastructure, while commercial use requires a separate official license.

Summary of the XCurOS/XCurOS0.1-8B-Instruct model card, 2026-10-01

What it is

Released byXCurOS
Released2026-02-28
Parameters7.6B
VRAM15.2 GB for the weights

What it runs on

Memory and cards for XCurOS0.1-8B-Instruct (BF16)

15.2 GBweights, file size
57 MBcache per 1K tokens
799 MBruntime overhead, at least
32,768 tokenscontext max
CardRequests at onceContext maxMemory
8K each32K each
RTX 3060 12 GB … RTX 4060 Ti 16 GB
2 smaller cards
RTX 3090 24 GB153all 32K23.4 GB
RTX 4090 24 GB153all 32K23.4 GB
RTX 5090 32 GB317all 32K31.0 GB
L40S 48 GB5914all 32K44.0 GB
A100 80 GB13233all 32K78.2 GB
H100 80 GB12230all 32K78.1 GB
RTX PRO 6000 Blackwell 96 GB15639all 32K93.8 GB
DGX Spark (GB10) 128 GB unified18446all 32K107 GB
H200 141 GB25062all 32K138 GB
B200 180 GB32982all 32K176 GB
2× RTX 3060 12 GB
tensor parallel
133all 32K11.6 GB a card
2× RTX 4060 Ti 16 GB
tensor parallel
297all 32K15.4 GB a card
Memory needed at each load
Requests at once8K tokens each32K tokens each
116.5 GB17.9 GB
518.4 GB25.4 GB
819.8 GB31.1 GB
1623.5 GB46.1 GB
3231.1 GB76.2 GB
6446.1 GB136 GB

One card, with vLLM's small-card settings.

From the model card

What XCurOS says about XCurOS0.1

Read the model card

XCurOS Secure Instruction Model

XCurOS-0.1-8B-Instruct is a proprietary large language model developed exclusively by XCurOS.

It delivers advanced natural language understanding, reasoning, and instruction-following capabilities, designed for secure enterprise and on-premise environments.


Key Features

🔐 Security-First Design Built for operation in isolated and sensitive infrastructures with full data privacy.

🧠 Advanced Language Intelligence High-quality reasoning, coding, and complex instruction execution.

🖥 Agent & System Integration Ready Designed for automation pipelines, OS-level agents, and enterprise workflows.

📄 Document Understanding Capable of analyzing structured and unstructured text across large documents.

🎯 Instruction-Tuned Performance Optimized to follow commands accurately and consistently.

⚡ Efficient Deployment Suitable for local servers and cloud infrastructure with optimized performance.

🌐 Long-Context Reasoning Handles long conversations, books, and extensive datasets coherently.

🧩 Extensible Architecture Integrates easily into custom applications and secure enterprise systems.


Architecture Overview

XCurOS-0.1-8B-Instruct architecture provides:

  • Stable instruction alignment
  • Long-context processing
  • Efficient transformer-based reasoning
  • Flexible deployment from edge to cloud

Use Cases

  • Secure enterprise AI assistants
  • Automation of internal workflows
  • Knowledge extraction from documents
  • Coding and technical reasoning
  • On-premise deployments requiring strict data privacy

Model Card & Metadata

Model Name: XCurOS-0.1-8B-Instruct Organization: XCurOS Version: 0.0.1 License: Proprietary software, all rights reserved Instruction Tuned: True Secure OS Ready: True Intended Audience: Enterprises, research labs, private users


Deployment Recommendations

  • Deploy within secure enterprise infrastructure
  • Integrate into automation pipelines or agent systems
  • Ensure adequate GPU/CPU resources

License & Usage

This model is proprietary software owned by XCurOS.

Personal Use

The model may be used for personal and research purposes only when deployed on a private server or local infrastructure.

Personal use includes:

  • Local experimentation
  • Research and learning
  • Non-commercial private projects

Commercial Use

Commercial use is NOT permitted without an official license.

Any commercial activity including but not limited to:

  • Selling services powered by the model
  • Integrating the model into commercial products
  • SaaS platforms
  • Enterprise deployments for profit

Requires a separate commercial license from the XCurOS Team. For commercial licensing inquiries, please contact the XCurOS Team.

Restrictions

Unauthorized redistribution, resale, or commercial usage of the model is strictly prohibited without written permission from XCurOS.


Contribution & Support

Maintained internally by XCurOS.

For licensing, collaboration, or support, contact the XCurOS Team.


Author: XCurOS-Team (f13b696767b224479d7a06bffae9a0b62e38e2e2)

Quoted from the model card on Hugging Face. The full card is behind the Hugging Face link above.

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