What is vLLM?
It is an open-source library for fast LLM inference and serving. It delivers up to 24x higher throughput than HuggingFace Transformers, without requiring any model architecture changes.
vLLM is a tool in the Text & Language Models category of a tech stack.
Key Features
State-of-the-art serving throughputSeamless integration with popular HuggingFace modelsContinuous batching of incoming requestsOptimized CUDA kernels
vLLM Pros & Cons
Pros of vLLM
No pros listed yet.
Cons of vLLM
No cons listed yet.
vLLM Alternatives & Comparisons
What are some alternatives to vLLM?
OpenAI
Creating safe artificial general intelligence that benefits all of humanity. Our work to create safe and beneficial AI requires a deep understanding of the potential risks and benefits, as well as careful consideration of the impact.
Claude
It is a next-generation AI assistant. It is accessible through chat interface and API. It is capable of a wide variety of conversational and text-processing tasks while maintaining a high degree of reliability and predictability.
Google Gemini
It is Google’s largest and most capable AI model. It is built to be multimodal, it can generalize, understand, operate across, and combine different types of info — like text, images, audio, video, and code.
