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neo-creative-gpt2-mini
Overview
Neo-Creative is a lightweight GPT-2 model (6 layers) designed for short-form creative writing and world-building. It is optimized for speed and can be deployed on lower-resource devices.
Model Architecture
- Type: Causal Language Model
- Parameters: ~82M parameters (Mini version)
- Training: Fine-tuned on a curated set of modern science fiction and fantasy novels.
Intended Use
- Prompt generation for writers.
- NPC dialogue generation for video games.
- Creative brainstorming and poetry generation.
Limitations
- Due to its small size, it may occasionally loop phrases if the temperature is too low.
- Does not have up-to-date factual knowledge of the real world.
Example Code
from transformers import pipeline, set_seed
generator = pipeline('text-generation', model='neo-creative-gpt2-mini')
set_seed(42)
prompt = "The stars flickered over the obsidian towers of"
print(generator(prompt, max_length=50, num_return_sequences=1))
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