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Fiction Story Generator by Tincando

 »  All LLMs  »  Tincando  »  Fiction Story Generator   URL Share it on

  436   
  Arxiv:1805.04833   Autotrain compatible   Endpoints compatible   Generated from trainer   Gpt neo   Pytorch   Region:us   Tensorboard
Model Card on HF 🤗: https://huggingface.co/Tincando/fiction_story_generator 

Fiction Story Generator Benchmarks

ARC: 23.29 vs 96.7 (so35)-75.9%
HellaSwag: 28.68 vs 95.3 (gpt4)-69.9%
MMLU: 26.72 vs 88.3 (so35)-69.7%
TruthfulQA: 43.79 vs 59 (gpt4)-25.8%
WinoGrande: 50.12 vs 87.5 (gpt4)-42.7%
LLME Score: 0.14218
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Fiction Story Generator (Tincando/fiction_story_generator)
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Fiction Story Generator Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
creative writing, content generation
Applications:
storytelling, content creation for blogs or websites, creative writing assistance
Primary Use Cases:
Generating interesting and imaginative fictional stories, Assisting writers with ideas and narrative development
Limitations:
Content quality and coherence may vary, Potential for biased outputs, Variable output length, Depends on quality of fine-tuning dataset
Training Details 
Data Sources:
https://github.com/facebookresearch/fairseq/tree/main/examples/stories
Methodology:
Fine-tuning EleutherAI's GPT-Neo model for fiction story generation
Responsible Ai Considerations 
Fairness:
Be aware of potential biases in the model's output and take steps to mitigate them.
Mitigation Strategies:
Implement content moderation, bias, and fairness evaluations.
Input Output 
Input Format:
Text prompt
Accepted Modalities:
text
Output Format:
Generated text
Performance Tips:
Experiment with different values for generation parameters like max_length, temperature, and repetition_penalty.
LLM NameFiction Story Generator
Repository 🤗https://huggingface.co/Tincando/fiction_story_generator 
Required VRAM0.6 GB
Updated2025-10-15
MaintainerTincando
Model Typegpt_neo
Model Files  0.6 GB   0.0 GB
Model ArchitectureGPTNeoForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.28.0
Tokenizer ClassGPT2Tokenizer
Beginning of Sentence Token<|endoftext|>
End of Sentence Token<|endoftext|>
Unk Token<|endoftext|>
Vocabulary Size50257
Torch Data Typefloat32
Activation Functiongelu_new
Errorsreplace

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Rank the Fiction Story Generator Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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