L2 Utopia Utopia X L Colossal 32 B G G U F

Introduction

The L2-Utopia-UtopiaXL-Colossal-32B-GGUF model is a specialized text generation model based on Llama2 architecture. It is designed for creative writing applications, including fiction, plot generation, and storytelling, with a focus on vivid prose and detailed scene descriptions.

Architecture

This model merges elements from "Utopia-13B" and "UtopiaXL-13B" to form a 32.25 billion parameter model with 101 layers. The Brainstorm 40x technique, developed by David_AU, enhances prose output and creativity by expanding and calibrating the model's reasoning centers.

Training

The model is trained to excel in creative writing tasks, with adjusted parameters to improve prose quality and coherence. It is capable of generating detailed and varied text, utilizing a maximum context window of 4096 tokens, extendable to 16k with rope techniques.

Guide: Running Locally

1. Setup Environment: Ensure you have the necessary libraries, such as Hugging Face Transformers, installed.
2. Download Model: Obtain the model files from the Hugging Face repository.
3. Configuration: Set appropriate parameters based on your use case (e.g., temperature, repetition penalty).
4. Execution: Use interfaces like KoboldCpp, oobabooga/text-generation-webui, or Silly Tavern for text generation. Adjust smoothing factor and other parameters for optimal performance.
5. Hardware Recommendations: Utilize cloud GPUs for better performance, especially for handling large parameter models.

License

This model is licensed under the Apache 2.0 license, allowing for broad use and modification with proper attribution.