Synthia S1 27B - AI Model for Creative Writing - Install and Test Locally

Synthia S1 27B - AI Model for Creative Writing - Install and Test Locally

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AI Summary

Cynthia Model Overview

• Introduction: Cynthia S1 is a creative writing model fine-tuned from the Gemma 3 architecture.
• Capabilities:
  • Excels in logical reasoning and deep contextual understanding.
  • Supports multimodal input (text and images).
  • Large 128k token context window for complex analysis.

Installation Guide:

1. Setup: Using a VM Ubuntu with Nvidia H100 GPU (80 GB VRAM).
2. Create Virtual Environment.
3. Install Prerequisites:
   • Use VLM for inference.
   • Install Uber Booker’s text generation web UI.
4. Download Model:
   • Log into Hugging Face, create a directory named ‘Cynthia’, and download the model (12 shards).
5. Launching:
   • Access UI at localhost, load the model onto the GPU.

Configuration Settings:

• Hyperparameters:
  • Temperature: 1 (controls randomness).
  • Top K: 64 (limits token choices).
  • Top P: 95 (nucleus sampling).
  • Min P: 0.0 (no minimum cutoff).
  • Repetition Penalty: 1.3 (reduces repeated tokens).
• Chat Interface: Engage in creative writing with various prompts, including:
  1. Story of the world’s oldest tree finding an impossible blossom.
  2. Pandemic-themed laughter contagion.
  3. Society where memories are currency.

Writing Quality: Prompts showcase the model’s creative capabilities, producing imaginative and original stories with room for improvement in some narrative elements. Overall, it effectively captures themes and engages the reader.