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Nightmare Invokeai Prompts by cactusfriend

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Nightmare Invokeai Prompts is an open-source language model by cactusfriend. Features: 175.5m LLM, VRAM: 0.6GB, Context: 2K, License: openrail, LLM Explorer Score: 0.07.

  Endpoints compatible   Gpt neo   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/cactusfriend/nightmare-invokeai-prompts 

Nightmare Invokeai Prompts Benchmarks

LLME Score: 0.06684
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nightmare Invokeai Prompts (cactusfriend/nightmare-invokeai-prompts)
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Nightmare Invokeai Prompts Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Creative Arts
Applications:
Generating unique and creative image prompts for use with Stable Diffusion
Primary Use Cases:
Generating creative image prompts
Considerations:
The model may not always follow exact syntax rules for prompt creation with InvokeAI.
Additional Notes 
The model is specifically designed to integrate with InvokeAI for generating creative and often surreal image prompts.
Training Details 
Methodology:
This model is trained using the prompts from the images in the InvokeAI output directory, focusing mainly on positive prompts with some words treated as negative if in brackets.
Model Architecture:
Adapted from GPT-Neo
Input Output 
Input Format:
Text describing image prompts.
Accepted Modalities:
text
Output Format:
Text prompt suitable for InvokeAI
LLM NameNightmare Invokeai Prompts
Repository 🤗https://huggingface.co/cactusfriend/nightmare-invokeai-prompts 
Model Size175.5m
Required VRAM0.6 GB
Updated2026-03-29
Maintainercactusfriend
Model Typegpt_neo
Model Files  0.6 GB   0.6 GB
Model ArchitectureGPTNeoForCausalLM
Licenseopenrail
Context Length2048
Model Max Length2048
Transformers Version4.28.1
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 Nightmare Invokeai Prompts Capabilities

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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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