Aphrodite Engine

PygmalionAI's large-scale inference engine

CommonProductProgrammingLarge-scale inferenceLanguage models

Aphrodite is the official backend engine of PygmalionAI, aimed at providing inference endpoints for the PygmalionAI website, enabling fast model serving for a large number of users. It utilizes vLLM's paginated attention technology, achieving features such as continuous batching, efficient key-value management, and optimized CUDA kernels, while supporting various quantization schemes to boost inference performance.

Continuous batching to improve model inference efficiency
Optimized key-value management using vLLM's paginated attention technology
CUDA kernels optimized for different GPUs to enhance inference speed
Support for various quantization schemes such as AQLM
AWQ
etc.
for compatibility with different hardware
Distributed inference capabilities to handle large-scale user access
Multiple sampling methods available
including Mirostat and Locally Typical Sampling

\The Aphrodite Engine is designed for developers and enterprises that require large-scale deployment and execution of language model inference
particularly those looking for high-performance and efficient model inference solutions.\

As the backend inference engine for the PygmalionAI website
it provides fast response chatbot services.
Used in the research field for large-scale language model experiments and inference tasks.
Enterprise-level applications providing support for intelligent customer service systems requiring high concurrent access.

1. Install the Aphrodite Engine via pip or build from source.
2. Configure environment variables and parameters as needed.
3. Start the model to create an OpenAI-compatible API server.
4. Integrate with UI (like SillyTavern) via API for model inference.
5. Adjust and optimize engine configuration following detailed instructions provided on the wiki page.

Visit

Aphrodite Engine Visit Over Time

Monthly Visits

515580771

Bounce Rate

37.20%

Page per Visit

5.8

Visit Duration

00:06:42

Aphrodite Engine Visit Trend

Aphrodite Engine Visit Geography

Aphrodite Engine Traffic Sources

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