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Intel
/
NeuroPrompts

Text Generation
Transformers
PyTorch
gpt2
text-generation-inference
Model card Files
xet
 Community
2
How to use from
vLLM
Install from pip and serve model 
# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Intel/NeuroPrompts"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Intel/NeuroPrompts",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'
Use Docker 
docker model run hf.co/Intel/NeuroPrompts
Quick Links

YAML Metadata Warning:empty or missing yaml metadata in repo card

Check out the documentation for more information.

NeuroPrompts Model Card

NeuroPrompts is an interface to Stable Diffusion which automatically optimizes a user’s prompt for improved image aesthetics while maintaining stylistic control according to the user’s preferences. Preprint: arxiv.org/abs/2311.12229

NeuroPrompts was accepted to EACL 2024.

The interface of NeuroPrompts in side-by-side comparison mode

NeuroPrompts overview

Usage

This model is inteded to be used within the NeuroPrompts application.

Please see our GitHub repository for instructions on how to run NeuroPrompts: https://github.com/IntelLabs/multimodal_cognitive_ai/tree/main/Demos/NeuroPrompts
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Paper for Intel/NeuroPrompts