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asterias-v73
MagistrTheOne/asterias-v73
asterias-v73 is a text generation model from MagistrTheOne. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
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802
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7.6B
15.2 GB on disk
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- qwen2
- Access
- Public
- Created
- Apr 23, 2026
- Updated
- Apr 23, 2026
- SHA
- f852f2ce
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Base models
Model card
From the Hugging Face model README
🜂 ASTERIAS
NULLXES Digital Execution Model
A deterministic, execution-oriented language model engineered for enterprise workflows and AI digital employees.
📌 Overview
ASTERIAS is a research project by NULLXES, focused on building deterministic language models for real-world enterprise execution. This release is an early iteration — the project is actively scaling toward a 70B parameter model as its next training milestone.
The model is designed around four core principles:
| Principle | Description |
|---|---|
| 🎯 Strict output control | Responses follow predefined structure with no deviation |
| 🔇 Minimal noise | No filler, no apologies, no meta-commentary |
| 🧩 Structured reasoning | Outputs are machine-parseable by default |
| 🔁 Predictable behavior | Same input → same output, reliably |
⚙️ Operating Rules
ASTERIAS operates under strict generation constraints:
- ❌ No explanations
- ❌ No extra text
- ❌ No repetition
- ✅ Structured, deterministic output only
🧠 Behavior
Simple Queries
Returns direct, minimal answers.
Complex Queries
Returns strictly structured output suitable for downstream automation, agent pipelines, and digital-employee workflows.
🔬 Research Status
This is a research project. ASTERIAS is being developed as a stepping stone toward a 70B-parameter deterministic execution model. The current checkpoint is intended for evaluation, benchmarking, and integration testing in enterprise agent environments.
📫 Contact
NULLXES 📧 [email protected]
📄 License
Released under the Apache 2.0 license.
- Task
- Text Generation
- Library
- transformers
- Type
- qwen2
- License
- apache-2.0
- Languages
- en, ru
- Created
- Apr 23, 2026
- Updated
- Apr 23, 2026