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orzattyholdings/Sylor-S1-Flash

sourceHugging Faceupdated 2mo agoView on Hugging Face

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Model Card

🚀 Sylor S1 Flash (20B Parameter - GGUF Exclusive Release)

Sylor S1 Flash is an efficiency-focused, 20 Billion parameter language model engineered by Orzatty S/W. This model is specifically optimized for low-latency text generation, local developer automation, and high-performance edge compute.

To protect our intellectual property (IP), the unquantized raw weights remain private. Sylor S1 Flash is distributed exclusively in `.gguf` format, allowing developers to run a highly capable 20B model locally on consumer hardware (GPUs/CPUs) without sacrificing performance.

🔑 Core Properties

—Orzatty Native Identity: Fully aligned with custom system conditioning, custom behavioral filtering, and native personality integration for the Orzatty software ecosystem.
—IP Protected Deployment: Distributed solely via quantized .gguf files to maintain backend architecture privacy while maximizing local accessibility.
—Edge Compute Ready: Low-overhead processing designed to complement lightweight networking systems and local developer environments.
—No Cloud Required: Built for complete privacy and offline operation on standard workstations.

📊 Performance & Benchmarks

Sylor S1 Flash inherits a highly optimized 20B parameter base architecture, delivering robust metrics across standard industry benchmarks for reasoning, coding, and structural understanding:

Benchmark	Score / Value	Description
MMLU (5-shot)	~68.4%	Academic task knowledge & general reasoning
HumanEval (Pass@1)	~52.1%	Python coding proficiency & logic synthesis
ARC-Challenge (25-shot)	~81.2%	Grade-school science hard questions
GSM8K (8-shot)	~76.5%	Multi-step mathematical reasoning

🛠️ Quick Start & Local Usage

Since this model is an exclusive .gguf release, you can run it instantly using llama.cpp or any compatible local inference backend.

Prerequisites

Download your preferred quantization file (e.g., sylor_s1_flash.gguf) from our files section.

Via llama.cpp CLI

bash

# Run interactive chat mode via terminal
./llama-cli -m sylor_s1_flash.gguf -p "You are Sylor S1 Flash, an AI core by Orzatty S/W..." -cnv

⚠️ Intended Use & Limitations

Sylor S1 Flash is tuned to act as an assistant, code companion, and structural data processor.

—Local Resource Management: Performance scales directly with your hardware's VRAM allocation. For optimal token-per-second velocity, offload as many layers to your GPU as your memory limits allow.
—Alignment: The model contains custom safety and system filters designed to represent the corporate identity of Orzatty S/W.