priorcomputers/llama-3.1-8b-instruct-cn-dat-kr0.1-a1.0-creative

TEXT GENERATIONConcurrency Cost:1Model Size:8BQuant:FP8Ctx Length:32kPublished:Feb 3, 2026License:apache-2.0Architecture:Transformer Open Weights Cold

The priorcomputers/llama-3.1-8b-instruct-cn-dat-kr0.1-a1.0-creative model is an 8 billion parameter Llama-3.1-8B-Instruct variant, modified by Prior Computers using CreativityNeuro (CN) weight scaling. This modification selectively upscales weights associated with creative thinking, making it optimized for creative tasks. It maintains the base model's 32768 token context length, offering enhanced creative generation capabilities.

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Overview

This model, llama-3.1-8b-instruct-cn-dat-kr0.1-a1.0-creative, is an 8 billion parameter instruction-tuned variant of Meta's Llama-3.1-8B-Instruct, developed by Prior Computers. It incorporates a unique modification called CreativityNeuro (CN) weight scaling, specifically designed to enhance creative thinking capabilities.

Key Modifications

  • CreativityNeuro (CN) Weight Scaling: This technique identifies and selectively upscales task-specific neurons important for creative tasks, using a Wanda-style importance scoring method.
  • Modification Formula: W_new = W × (1 + α × mask), where mask highlights weights crucial for creative tasks, and α (alpha) is the scaling strength, set to 1.0 in this version.
  • Keep Ratio: Only the top 10.0% of task-specific weights are targeted for modification.
  • Mode: Explicitly set for "creative" tasks.

Use Cases

This model is particularly suited for applications requiring enhanced creative text generation, such as:

  • Creative writing and storytelling
  • Brainstorming and idea generation
  • Content creation where novelty and imaginative output are desired

Citation

If you utilize this model in your work, please consider citing the associated research on CreativityNeuro by Prior Computers.