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Stable Diffusion Prompt Generator 1M Examples by usamakenway

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  Autotrain compatible   Dataset:poloclub/diffusiondb   Endpoints compatible   Gpt neo   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/usamakenway/Stable-diffusion-prompt-generator-1m-examples 

Stable Diffusion Prompt Generator 1M Examples Benchmarks

LLME Score: 0.08447
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Stable Diffusion Prompt Generator 1M Examples (usamakenway/Stable-diffusion-prompt-generator-1m-examples)

Stable Diffusion Prompt Generator 1M Examples Parameters and Internals

Model Type 
text2text-generation
Additional Notes 
Next update will be trained on prompts with longer prompts only.
Training Details 
Data Sources:
poloclub/diffusiondb
Release Notes 
Notes:
Trained on diffusiondb-1million for 30 thousand steps
LLM NameStable Diffusion Prompt Generator 1M Examples
Repository 🤗https://huggingface.co/usamakenway/Stable-diffusion-prompt-generator-1m-examples 
Model Size1m
Required VRAM0.6 GB
Updated2025-02-22
Maintainerusamakenway
Model Typegpt_neo
Model Files  0.6 GB
Model ArchitectureGPTNeoForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.20.1
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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Note: green Score (e.g. "73.2") means that the model is better than usamakenway/Stable-diffusion-prompt-generator-1m-examples.

Rank the Stable Diffusion Prompt Generator 1M Examples 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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Release v20241227
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