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HALION-AI/helionx-core-v1.5

sourceHugging Faceotherupdated 8mo agoView on Hugging Face
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HelionX-Core v1.1

Proprietary Hosted-Only Cognitive & Defensive Intelligence System

⚠️ IMPORTANT — READ BEFORE USE

HelionX-Core is NOT a general-purpose chatbot. This model is private, proprietary, and hosted-only.

  • —❌ Weights are not licensed for public redistribution
  • —❌ Local inference by third parties is not permitted
  • —✅ Usage is restricted to HALION AI–controlled hosted environments
  • —✅ Model access is enforced via Modal-hosted inference

This repository exists as a private artifact store for deployment infrastructure.

Overview

HelionX-Core v1.1 is a text-only Large Language Model designed for:

  • —Governed reasoning
  • —Defensive intelligence (non-operational)
  • —Explicit capability boundaries
  • —Auditability-first system design

The model is fine-tuned via LoRA on top of Qwen/Qwen2.5-7B, then fully merged into base weights and exported as safetensors.

There is no autonomy, no tool execution, and no self-learning.

Core Identity (Frozen)

  • —Project Name: HelionX-Core
  • —Organization: HALION AI
  • —Current Model Version: v1.1
  • —Architecture: Qwen2ForCausalLM
  • —Base Model: Qwen/Qwen2.5-7B
  • —Fine-tuning Method: LoRA → merged into base weights
  • —Modality: Text-only

HelionX-Core is a proprietary hosted intelligence system, not an assistant product.

Licensing & Access Model (Final)

  • —License: Proprietary (see LICENSE file)
  • —Hugging Face metadata: Marked as other due to HF UI constraints
  • —Enforcement mechanisms:
  • —Private Hugging Face repository
  • —Modal-hosted inference only
  • —Custom proprietary license
  • —No public API keys
  • —No public downloads

Comparable access model:

  • —OpenAI (GPT)
  • —Anthropic (Claude)
  • —Cohere (hosted variants)
  • —ElevenLabs

Platforms Used (Frozen)

Hugging Face (Private)

  • —Purpose: Model artifact storage ONLY
  • —Repo: HALION-AI/helionx-core-v1.1
  • —Contains:
  • —Model weights
  • —Tokenizer
  • —Config files
  • —Metadata
  • —❌ Not used for public inference

Modal.com

  • —Purpose: Runtime execution & GPU inference
  • —GPUs: A10G / A100 (40GB)
  • —Handles:
  • —Model loading
  • —Inference execution
  • —Warm-start optimization
  • —Future API exposure

Local Machine

  • —Purpose:
  • —Repo management
  • —Writing Modal scripts
  • —Uploading to Hugging Face
  • —❌ No inference or training

Repository Contents

This Hugging Face repository contains a fully valid Transformers model.

Model Weights

  • —model-00001-of-00004.safetensors
  • —model-00002-of-00004.safetensors
  • —model-00003-of-00004.safetensors
  • —model-00004-of-00004.safetensors
  • —model.safetensors.index.json

Configuration

  • —config.json (Qwen2-compatible, fixed)
  • —generation_config.json

Tokenizer

Important: Tokenizer is inherited directly from Qwen2.5-7B. LoRA fine-tuning does not modify tokenizer files.
  • —tokenizer.json
  • —tokenizer_config.json
  • —vocab.json
  • —merges.txt

Metadata

  • —README.md
  • —LICENSE (custom proprietary)
  • —.gitattributes
  • —.gitignore

v1.5 — Stabilization Layer (System-Level, Not Weights)

The following features belong to v1.5 stabilization, implemented at the inference / product layer, not inside the model weights:

  • —Warm-start model loading
  • —Reduced cold-start latency
  • —Anchored system prompt
  • —Authentication
  • —Request limits
  • —Basic prompt abuse prevention
  • —Logging hooks
  • —HTTPS API exposure via Modal
  • —Session-based conversation memory
  • —Basic admin statistics
  • —Usage analytics
  • —Web chat interface (separate layer)
These features do NOT require re-training or re-uploading weights. They are enforced by runtime, orchestration, and API design.

Intended Use

HelionX-Core is intended for:

  • —Research
  • —Defensive cybersecurity reasoning (non-operational)
  • —Architecture study
  • —Controlled, audited deployments

It is not intended for:

  • —Autonomous action
  • —Tool execution
  • —Offensive security
  • —Multimodal tasks
  • —Consumer chatbot usage

Explicit Limitations

  • —Text-only
  • —No internet access
  • —No tools
  • —No self-learning
  • —No autonomy
  • —No multimodal input
  • —No emotional role-play
  • —No hidden capabilities

The system explicitly signals uncertainty and limitations when applicable.

Roadmap Status

  • —v1.1: ✅ Complete (current model)
  • —v1.5: ✅ Stabilization in progress (system layer)
  • —v2.0: Audio pipeline (separate module)
  • —v2.5+: Multimodal (future, separate training)

The roadmap is frozen and non-negotiable.

Legal Notice

© 2026 HALION AI All rights reserved.

Use of this model is governed exclusively by the terms in the LICENSE file. Unauthorized redistribution, modification, or public deployment is prohibited.