# Features All features are automatically enabled by default to improve overall performance. ### **OpenAI Compatible** Supports OpenAI clients for chat and completion use cases, and Continue.dev for Co-Pilot use cases. ### **Batch size, Max input length, Number token** Supports long contexts up to 1M context length and dynamic batching to improve utilization. ### **Quantization** Reduces memory footprint to deploy LLMs to half the original model size. Improves inference speed by 2 times. ### **Context caching** Reduces redundant computation when requests have the same context. Improves inference speed by 1.5 to 2 times on evaluation datasets and over 10 times in ideal scenarios. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.float16.cloud/getting-started/one-click-deploy/features.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.